第一版策略

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ddrwode
2026-02-27 16:10:56 +08:00
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run_bb_full_grid_search.py Normal file
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"""
布林带中轨策略 - 全参数网格搜索 (2020-2025)
策略逻辑:
- 阳线 + 碰到布林带均线(先涨碰到) → 开多,碰上轨止盈
- 阴线 + 碰到布林带均线(先跌碰到) → 平多开空,碰下轨止盈
- 使用 1m 线判断当前K线是先跌碰均线还是先涨碰均线
- 每根K线只能操作一次
参数范围: period 1~1000, std 0.5~1000按 (0.5,0.5),(0.5,1)...(0.5,1000),(1,0.5),(1,1)...(1000,1000) 顺序遍历
回测设置: 200U本金 | 全仓 | 1%权益/单 | 万五手续费 | 90%返佣次日8点到账 | 100x杠杆
数据来源: 抓取多周期K线.py 抓取并存入 models/database.db 的 bitmart_eth_5m / bitmart_eth_1m
"""
from __future__ import annotations
import argparse
import hashlib
import json
import math
import os
import tempfile
import time
from collections import defaultdict
from concurrent.futures import ProcessPoolExecutor, as_completed
from pathlib import Path
import numpy as np
import pandas as pd
from strategy.bb_midline_backtest import BBMidlineConfig, run_bb_midline_backtest
from strategy.data_loader import get_1m_touch_direction, load_klines
from strategy.indicators import bollinger
def frange(start: float, end: float, step: float) -> list[float]:
out: list[float] = []
x = float(start)
while x <= end + 1e-9:
out.append(round(x, 6))
x += step
return out
def build_full_grid(
p_start: float = 1,
p_end: float = 1000,
p_step: float = 1,
s_start: float = 0.5,
s_end: float = 1000,
s_step: float = 0.5,
) -> list[tuple[int, float]]:
"""构建完整参数网格,按 (0.5,0.5),(0.5,1)...(0.5,1000),(1,0.5)... 顺序"""
periods = sorted({max(1, min(1000, int(round(v)))) for v in frange(p_start, p_end, p_step)})
stds = sorted({round(max(0.5, min(1000.0, v)), 2) for v in frange(s_start, s_end, s_step)})
out = [(p, s) for p in periods for s in stds]
return sorted(set(out))
def score_stable(ret_pct: float, sharpe: float, dd_pct: float, n_trades: int) -> float:
"""收益稳定性评分:收益+夏普加分,回撤惩罚,交易过少惩罚"""
sparse_penalty = -5.0 if n_trades < 200 else 0.0
return ret_pct + sharpe * 12.0 - dd_pct * 0.8 + sparse_penalty
def _checkpoint_meta(
period: str,
start: str,
end: str,
p_step: float,
s_step: float,
sample: bool,
focus: bool,
fine: bool,
) -> dict:
return {
"period": period,
"start": start,
"end": end,
"p_step": p_step,
"s_step": s_step,
"sample": sample,
"focus": focus,
"fine": fine,
}
def _checkpoint_path(out_dir: Path, meta: dict) -> tuple[Path, Path]:
"""返回 checkpoint 数据文件和 meta 文件路径"""
h = hashlib.md5(json.dumps(meta, sort_keys=True).encode()).hexdigest()[:12]
return (
out_dir / f"bb_full_grid_{meta['period']}_resume_{h}.csv",
out_dir / f"bb_full_grid_{meta['period']}_resume_{h}.meta.json",
)
def load_checkpoint(
ckpt_path: Path,
meta_path: Path,
meta: dict,
) -> tuple[pd.DataFrame, set[tuple[int, float]]]:
"""
加载断点数据。若文件存在且 meta 一致,返回 (已完成结果df, 已完成的(period,std)集合)。
否则返回 (空df, 空集合)。
"""
if not ckpt_path.exists() or not meta_path.exists():
return pd.DataFrame(), set()
try:
with open(meta_path, "r", encoding="utf-8") as f:
saved = json.load(f)
if saved != meta:
return pd.DataFrame(), set()
except (json.JSONDecodeError, OSError):
return pd.DataFrame(), set()
try:
df = pd.read_csv(ckpt_path)
if "period" not in df.columns or "std" not in df.columns:
return pd.DataFrame(), set()
done = {(int(r["period"]), round(float(r["std"]), 2)) for _, r in df.iterrows()}
return df, done
except Exception:
return pd.DataFrame(), set()
def save_checkpoint(ckpt_path: Path, meta_path: Path, meta: dict, rows: list[dict]) -> None:
"""追加/覆盖保存断点"""
ckpt_path.parent.mkdir(parents=True, exist_ok=True)
with open(meta_path, "w", encoding="utf-8") as f:
json.dump(meta, f, indent=2)
df = pd.DataFrame(rows)
df.to_csv(ckpt_path, index=False)
def _init_worker(df_path: str, df_1m_path: str | None, use_1m: bool, step_min: int):
global G_DF, G_DF_1M, G_USE_1M, G_STEP_MIN
G_DF = pd.read_pickle(df_path)
G_DF_1M = pd.read_pickle(df_1m_path) if (use_1m and df_1m_path) else None
G_USE_1M = bool(use_1m)
G_STEP_MIN = int(step_min)
def _eval_period_task(args: tuple[int, list[float]]) -> list[dict]:
period, std_list = args
assert G_DF is not None
arr_touch_dir = None
if G_USE_1M and G_DF_1M is not None:
close = G_DF["close"].astype(float)
bb_mid, _, _, _ = bollinger(close, period, 1.0)
arr_touch_dir = get_1m_touch_direction(G_DF, G_DF_1M, bb_mid.values, kline_step_min=G_STEP_MIN)
rows: list[dict] = []
for std in std_list:
cfg = BBMidlineConfig(
bb_period=period,
bb_std=float(std),
initial_capital=200.0,
margin_pct=0.01,
leverage=100.0,
cross_margin=True,
fee_rate=0.0005,
rebate_pct=0.90,
rebate_hour_utc=0,
fill_at_close=True,
use_1m_touch_filter=G_USE_1M,
kline_step_min=G_STEP_MIN,
)
result = run_bb_midline_backtest(
G_DF,
cfg,
df_1m=G_DF_1M if G_USE_1M else None,
arr_touch_dir_override=arr_touch_dir,
)
eq = result.equity_curve["equity"].dropna()
if len(eq) == 0:
final_eq = 0.0
ret_pct = -100.0
dd_u = -200.0
dd_pct = 100.0
else:
final_eq = float(eq.iloc[-1])
ret_pct = (final_eq - cfg.initial_capital) / cfg.initial_capital * 100.0
dd_u = float((eq.astype(float) - eq.astype(float).cummax()).min())
dd_pct = abs(dd_u) / cfg.initial_capital * 100.0
n_trades = len(result.trades)
win_rate = (
sum(1 for t in result.trades if t.net_pnl > 0) / n_trades * 100.0
if n_trades > 0
else 0.0
)
pnl = result.daily_stats["pnl"].astype(float)
sharpe = float(pnl.mean() / pnl.std()) * math.sqrt(365.0) if pnl.std() > 0 else 0.0
stable_score = score_stable(ret_pct, sharpe, dd_pct, n_trades)
rows.append({
"period": period,
"std": round(float(std), 2),
"final_eq": final_eq,
"ret_pct": ret_pct,
"n_trades": n_trades,
"win_rate": win_rate,
"sharpe": sharpe,
"max_dd_u": dd_u,
"max_dd_pct": dd_pct,
"stable_score": stable_score,
})
return rows
def run_grid_search(
params: list[tuple[int, float]],
*,
workers: int,
df_path: str,
df_1m_path: str | None,
use_1m: bool,
step_min: int,
existing_rows: list[dict] | None = None,
ckpt_path: Path | None = None,
meta_path: Path | None = None,
meta: dict | None = None,
checkpoint_interval: int = 5,
) -> pd.DataFrame:
by_period: dict[int, set[float]] = defaultdict(set)
for p, s in params:
by_period[int(p)].add(round(float(s), 2))
tasks = [(p, sorted(stds)) for p, stds in sorted(by_period.items())]
total_periods = len(tasks)
total_combos = sum(len(stds) for _, stds in tasks)
rows: list[dict] = list(existing_rows) if existing_rows else []
print(f"待运行: {total_combos} 组合 ({total_periods} period组), workers={workers}" + (
f", 断点续跑 (已有 {len(rows)} 条)" if rows else ""
))
start = time.time()
last_save = 0
def maybe_save(n_done_periods: int):
nonlocal last_save
if ckpt_path and meta_path and meta and n_done_periods > 0:
if n_done_periods - last_save >= checkpoint_interval:
save_checkpoint(ckpt_path, meta_path, meta, rows)
last_save = n_done_periods
if workers <= 1:
_init_worker(df_path, df_1m_path, use_1m, step_min)
done_periods = 0
done_combos = 0
for task in tasks:
res = _eval_period_task(task)
rows.extend(res)
done_periods += 1
done_combos += len(task[1])
maybe_save(done_periods)
if done_periods % max(1, total_periods // 20) == 0 or done_periods == total_periods:
elapsed = time.time() - start
print(f"进度 {done_combos}/{total_combos} ({done_periods}/{total_periods} periods), 用时 {elapsed:.0f}s")
else:
done_periods = 0
done_combos = 0
try:
with ProcessPoolExecutor(
max_workers=workers,
initializer=_init_worker,
initargs=(df_path, df_1m_path, use_1m, step_min),
) as ex:
future_map = {ex.submit(_eval_period_task, task): task for task in tasks}
for fut in as_completed(future_map):
period, stds = future_map[fut]
res = fut.result()
rows.extend(res)
done_periods += 1
done_combos += len(stds)
maybe_save(done_periods)
if done_periods % max(1, total_periods // 20) == 0 or done_periods == total_periods:
elapsed = time.time() - start
print(f"进度 {done_combos}/{total_combos} ({done_periods}/{total_periods} periods), 用时 {elapsed:.0f}s")
except (PermissionError, OSError) as e:
print(f"多进程不可用 ({e}),改用单进程...")
_init_worker(df_path, df_1m_path, use_1m, step_min)
done_periods = 0
done_combos = 0
for task in tasks:
res = _eval_period_task(task)
rows.extend(res)
done_periods += 1
done_combos += len(task[1])
maybe_save(done_periods)
if done_periods % max(1, total_periods // 20) == 0 or done_periods == total_periods:
elapsed = time.time() - start
print(f"进度 {done_combos}/{total_combos} ({done_periods}/{total_periods} periods), 用时 {elapsed:.0f}s")
if ckpt_path and meta_path and meta and rows:
save_checkpoint(ckpt_path, meta_path, meta, rows)
df = pd.DataFrame(rows)
print(f"完成, 总用时 {time.time() - start:.1f}s")
return df
def main():
parser = argparse.ArgumentParser(description="布林带全参数网格搜索 (1-1000, 0.5-1000)")
parser.add_argument("-p", "--period", default="5m", choices=["5m", "15m", "30m"])
parser.add_argument("--start", default="2020-01-01")
parser.add_argument("--end", default="2026-01-01")
parser.add_argument("-j", "--workers", type=int, default=max(1, (os.cpu_count() or 4) - 1))
parser.add_argument("--no-1m", action="store_true", help="禁用 1m 触及方向过滤")
parser.add_argument("--p-step", type=float, default=5, help="period 步长 (默认5, 全量用1)")
parser.add_argument("--s-step", type=float, default=5, help="std 步长 (默认5, 全量用0.5或1)")
parser.add_argument("--quick", action="store_true", help="快速模式: p-step=20, s-step=20")
parser.add_argument("--sample", action="store_true", help="采样模式: 仅用2022-2024两年加速")
parser.add_argument("--focus", action="store_true", help="聚焦模式: 仅在period 50-400, std 100-800 细搜")
parser.add_argument("--fine", action="store_true", help="精细模式: 在period 280-310, std 450-550 细搜")
parser.add_argument("--no-resume", action="store_true", help="禁用断点续跑,重新开始")
parser.add_argument("--checkpoint-interval", type=int, default=10,
help="每完成 N 个 period 组保存一次断点 (默认 10)")
args = parser.parse_args()
use_1m = not args.no_1m
step_min = int(args.period.replace("m", ""))
if args.sample:
args.start, args.end = "2022-01-01", "2024-01-01"
print("采样模式: 使用 2022-2024 数据加速")
if args.quick:
p_step, s_step = 20.0, 20.0
else:
p_step, s_step = args.p_step, args.s_step
if args.fine:
params = build_full_grid(p_start=280, p_end=300, p_step=2, s_start=480, s_end=510, s_step=2)
print("精细模式: period 280-300 step=2, std 480-510 step=2 (~176组合)")
elif args.focus:
params = build_full_grid(p_start=50, p_end=400, p_step=25, s_start=100, s_end=800, s_step=50)
print("聚焦模式: period 50-400 step=25, std 100-800 step=50 (~225组合)")
else:
params = build_full_grid(p_step=p_step, s_step=s_step)
print(f"网格参数: period 1-1000 step={p_step}, std 0.5-1000 step={s_step}{len(params)} 组合")
out_dir = Path(__file__).resolve().parent / "strategy" / "results"
out_dir.mkdir(parents=True, exist_ok=True)
meta = _checkpoint_meta(
args.period, args.start, args.end, p_step, s_step,
args.sample, args.focus, args.fine,
)
ckpt_path, meta_path = _checkpoint_path(out_dir, meta)
existing_rows: list[dict] = []
params_to_run = params
if not args.no_resume:
ckpt_df, done_set = load_checkpoint(ckpt_path, meta_path, meta)
if len(done_set) > 0:
existing_rows = ckpt_df.to_dict("records")
params_to_run = [(p, s) for p, s in params if (int(p), round(float(s), 2)) not in done_set]
print(f"断点续跑: 已完成 {len(done_set)} 组合,剩余 {len(params_to_run)} 组合")
if not params_to_run:
print("无待运行组合,直接使用断点结果")
all_df = pd.DataFrame(existing_rows)
else:
print(f"\n加载数据: {args.period} + 1m, {args.start} ~ {args.end}")
t0 = time.time()
df = load_klines(args.period, args.start, args.end)
df_1m = load_klines("1m", args.start, args.end) if use_1m else None
print(f" {args.period}: {len(df):,}" + (f", 1m: {len(df_1m):,}" if df_1m is not None else "") + f", {time.time()-t0:.1f}s\n")
with tempfile.NamedTemporaryFile(suffix=".pkl", delete=False) as f_df:
df.to_pickle(f_df.name)
df_path = f_df.name
df_1m_path = None
if df_1m is not None:
with tempfile.NamedTemporaryFile(suffix=".pkl", delete=False) as f_1m:
df_1m.to_pickle(f_1m.name)
df_1m_path = f_1m.name
try:
all_df = run_grid_search(
params_to_run,
workers=args.workers,
df_path=df_path,
df_1m_path=df_1m_path,
use_1m=use_1m,
step_min=step_min,
existing_rows=existing_rows,
ckpt_path=ckpt_path,
meta_path=meta_path,
meta=meta,
checkpoint_interval=args.checkpoint_interval,
)
finally:
Path(df_path).unlink(missing_ok=True)
if df_1m_path:
Path(df_1m_path).unlink(missing_ok=True)
all_df = all_df.drop_duplicates(subset=["period", "std"], keep="last")
best_stable = all_df.sort_values("stable_score", ascending=False).iloc[0]
best_return = all_df.sort_values("ret_pct", ascending=False).iloc[0]
stamp = time.strftime("%Y%m%d_%H%M%S")
out_path = out_dir / f"bb_full_grid_{args.period}_{stamp}.csv"
all_df.sort_values("stable_score", ascending=False).to_csv(out_path, index=False)
print("\n" + "=" * 80)
print("全参数网格搜索完成")
print(f"最佳稳定参数: period={int(best_stable['period'])}, std={float(best_stable['std']):.2f}")
print(f" 最终权益: {best_stable['final_eq']:.2f} U | 收益: {best_stable['ret_pct']:+.2f}%")
print(f" 最大回撤: {best_stable['max_dd_pct']:.2f}% | 夏普: {best_stable['sharpe']:.3f} | 交易数: {int(best_stable['n_trades'])}")
print()
print(f"最高收益参数: period={int(best_return['period'])}, std={float(best_return['std']):.2f}")
print(f" 最终权益: {best_return['final_eq']:.2f} U | 收益: {best_return['ret_pct']:+.2f}%")
print(f" 最大回撤: {best_return['max_dd_pct']:.2f}% | 夏普: {best_return['sharpe']:.3f} | 交易数: {int(best_return['n_trades'])}")
print(f"\n结果已保存: {out_path}")
print(f"断点文件: {ckpt_path.name} (可用 --no-resume 重新开始)")
print("=" * 80)
if __name__ == "__main__":
main()

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period,std,final_eq,ret_pct,n_trades,win_rate,sharpe,max_dd_u,max_dd_pct,stable_score
801,0.5,10.34628311811287,-94.82685844094357,11410,31.0692375109553,-0.8073996538916506,-208.98636227084955,104.49318113542478,-188.1101991959832
401,400.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,800.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,600.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,200.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,0.5,3.0098224997841756,-98.49508875010791,17114,34.983054808928365,-1.24562923011871,-197.42490102080006,98.71245051040003,-192.41259991985248
201,200.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,400.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,600.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,800.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,0.5,0.8960823320970013,-99.5519588339515,24082,38.36060127896354,-1.1894204188425357,-201.2616833266314,100.6308416633157,-194.3296771907145
1,200.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,0.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,800.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,600.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,400.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
601,0.5,3.1473924625026317,-98.42630376874868,13683,32.53672440254331,-0.749362829772547,-247.87957672599615,123.93978836299809,-206.57048841641773
601,200.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,400.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,600.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,800.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
801,200.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,400.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,600.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,800.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
1 period std final_eq ret_pct n_trades win_rate sharpe max_dd_u max_dd_pct stable_score
2 801 0.5 10.34628311811287 -94.82685844094357 11410 31.0692375109553 -0.8073996538916506 -208.98636227084955 104.49318113542478 -188.1101991959832
3 401 400.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
4 401 800.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
5 401 600.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
6 401 200.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
7 401 0.5 3.0098224997841756 -98.49508875010791 17114 34.983054808928365 -1.24562923011871 -197.42490102080006 98.71245051040003 -192.41259991985248
8 201 200.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
9 201 400.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
10 201 600.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
11 201 800.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
12 201 0.5 0.8960823320970013 -99.5519588339515 24082 38.36060127896354 -1.1894204188425357 -201.2616833266314 100.6308416633157 -194.3296771907145
13 1 200.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
14 1 0.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
15 1 800.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
16 1 600.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
17 1 400.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
18 601 0.5 3.1473924625026317 -98.42630376874868 13683 32.53672440254331 -0.749362829772547 -247.87957672599615 123.93978836299809 -206.57048841641773
19 601 200.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
20 601 400.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
21 601 600.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
22 601 800.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
23 801 200.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
24 801 400.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
25 801 600.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
26 801 800.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557

View File

@@ -0,0 +1,26 @@
period,std,final_eq,ret_pct,n_trades,win_rate,sharpe,max_dd_u,max_dd_pct,stable_score
801,0.5,181.43296931677935,-9.283515341610325,4050,30.0,-0.09570947529404288,-101.50183051832926,50.75091525916463,-51.03276125247054
601,0.5,93.62899070862777,-53.18550464568612,4692,31.60699062233589,-0.5815001553833595,-197.11225415652723,98.55612707826361,-139.00840817289733
401,0.5,62.32779858408545,-68.83610070795727,5759,33.79058864386178,-1.4213594190051202,-161.96245274664543,80.98122637332271,-150.67739483467687
201,0.5,89.02955479967403,-55.485222600162984,8469,35.48234738457906,-0.5773758988733515,-241.43620122699747,120.71810061349872,-158.98821387744218
401,400.5,44.38579511338957,-77.80710244330521,5793,17.262213015708614,-0.6994195729006223,-253.93642559214132,126.96821279607067,-187.7747075549692
401,200.5,44.38579511338957,-77.80710244330521,5793,17.262213015708614,-0.6994195729006223,-253.93642559214132,126.96821279607067,-187.7747075549692
401,800.5,44.38579511338957,-77.80710244330521,5793,17.262213015708614,-0.6994195729006223,-253.93642559214132,126.96821279607067,-187.7747075549692
401,600.5,44.38579511338957,-77.80710244330521,5793,17.262213015708614,-0.6994195729006223,-253.93642559214132,126.96821279607067,-187.7747075549692
801,600.5,218.96542562281235,9.482712811406174,4053,17.66592647421663,0.03389213813921764,-506.2632850511136,253.1316425255568,-192.61589555136865
801,400.5,218.96542562281235,9.482712811406174,4053,17.66592647421663,0.03389213813921764,-506.2632850511136,253.1316425255568,-192.61589555136865
801,200.5,218.96542562281235,9.482712811406174,4053,17.66592647421663,0.03389213813921764,-506.2632850511136,253.1316425255568,-192.61589555136865
801,800.5,218.96542562281235,9.482712811406174,4053,17.66592647421663,0.03389213813921764,-506.2632850511136,253.1316425255568,-192.61589555136865
1,200.5,0.0006825550434322981,-99.99965872247829,104946,30.22220951727555,-2.7404631170214495,-228.6355754207877,114.31778771039384,-224.33944629505078
1,800.5,0.0006825550434322981,-99.99965872247829,104946,30.22220951727555,-2.7404631170214495,-228.6355754207877,114.31778771039384,-224.33944629505078
1,600.5,0.0006825550434322981,-99.99965872247829,104946,30.22220951727555,-2.7404631170214495,-228.6355754207877,114.31778771039384,-224.33944629505078
1,400.5,0.0006825550434322981,-99.99965872247829,104946,30.22220951727555,-2.7404631170214495,-228.6355754207877,114.31778771039384,-224.33944629505078
1,0.5,0.0006825550434322981,-99.99965872247829,104946,30.22220951727555,-2.7404631170214495,-228.6355754207877,114.31778771039384,-224.33944629505078
601,200.5,37.28309984246756,-81.35845007876623,4691,17.11788531230015,-0.5168501866457095,-401.54175143780486,200.77087571890243,-248.1773528936367
601,400.5,37.28309984246756,-81.35845007876623,4691,17.11788531230015,-0.5168501866457095,-401.54175143780486,200.77087571890243,-248.1773528936367
601,600.5,37.28309984246756,-81.35845007876623,4691,17.11788531230015,-0.5168501866457095,-401.54175143780486,200.77087571890243,-248.1773528936367
601,800.5,37.28309984246756,-81.35845007876623,4691,17.11788531230015,-0.5168501866457095,-401.54175143780486,200.77087571890243,-248.1773528936367
201,800.5,199.9590164846017,-0.020491757699147684,8549,18.306234647327173,-5.261669526742126e-05,-683.826528940572,341.913264470286,-273.5517347342712
201,600.5,199.9590164846017,-0.020491757699147684,8549,18.306234647327173,-5.261669526742126e-05,-683.826528940572,341.913264470286,-273.5517347342712
201,400.5,199.9590164846017,-0.020491757699147684,8549,18.306234647327173,-5.261669526742126e-05,-683.826528940572,341.913264470286,-273.5517347342712
201,200.5,199.9590164846017,-0.020491757699147684,8549,18.306234647327173,-5.261669526742126e-05,-683.826528940572,341.913264470286,-273.5517347342712
1 period std final_eq ret_pct n_trades win_rate sharpe max_dd_u max_dd_pct stable_score
2 801 0.5 181.43296931677935 -9.283515341610325 4050 30.0 -0.09570947529404288 -101.50183051832926 50.75091525916463 -51.03276125247054
3 601 0.5 93.62899070862777 -53.18550464568612 4692 31.60699062233589 -0.5815001553833595 -197.11225415652723 98.55612707826361 -139.00840817289733
4 401 0.5 62.32779858408545 -68.83610070795727 5759 33.79058864386178 -1.4213594190051202 -161.96245274664543 80.98122637332271 -150.67739483467687
5 201 0.5 89.02955479967403 -55.485222600162984 8469 35.48234738457906 -0.5773758988733515 -241.43620122699747 120.71810061349872 -158.98821387744218
6 401 400.5 44.38579511338957 -77.80710244330521 5793 17.262213015708614 -0.6994195729006223 -253.93642559214132 126.96821279607067 -187.7747075549692
7 401 200.5 44.38579511338957 -77.80710244330521 5793 17.262213015708614 -0.6994195729006223 -253.93642559214132 126.96821279607067 -187.7747075549692
8 401 800.5 44.38579511338957 -77.80710244330521 5793 17.262213015708614 -0.6994195729006223 -253.93642559214132 126.96821279607067 -187.7747075549692
9 401 600.5 44.38579511338957 -77.80710244330521 5793 17.262213015708614 -0.6994195729006223 -253.93642559214132 126.96821279607067 -187.7747075549692
10 801 600.5 218.96542562281235 9.482712811406174 4053 17.66592647421663 0.03389213813921764 -506.2632850511136 253.1316425255568 -192.61589555136865
11 801 400.5 218.96542562281235 9.482712811406174 4053 17.66592647421663 0.03389213813921764 -506.2632850511136 253.1316425255568 -192.61589555136865
12 801 200.5 218.96542562281235 9.482712811406174 4053 17.66592647421663 0.03389213813921764 -506.2632850511136 253.1316425255568 -192.61589555136865
13 801 800.5 218.96542562281235 9.482712811406174 4053 17.66592647421663 0.03389213813921764 -506.2632850511136 253.1316425255568 -192.61589555136865
14 1 200.5 0.0006825550434322981 -99.99965872247829 104946 30.22220951727555 -2.7404631170214495 -228.6355754207877 114.31778771039384 -224.33944629505078
15 1 800.5 0.0006825550434322981 -99.99965872247829 104946 30.22220951727555 -2.7404631170214495 -228.6355754207877 114.31778771039384 -224.33944629505078
16 1 600.5 0.0006825550434322981 -99.99965872247829 104946 30.22220951727555 -2.7404631170214495 -228.6355754207877 114.31778771039384 -224.33944629505078
17 1 400.5 0.0006825550434322981 -99.99965872247829 104946 30.22220951727555 -2.7404631170214495 -228.6355754207877 114.31778771039384 -224.33944629505078
18 1 0.5 0.0006825550434322981 -99.99965872247829 104946 30.22220951727555 -2.7404631170214495 -228.6355754207877 114.31778771039384 -224.33944629505078
19 601 200.5 37.28309984246756 -81.35845007876623 4691 17.11788531230015 -0.5168501866457095 -401.54175143780486 200.77087571890243 -248.1773528936367
20 601 400.5 37.28309984246756 -81.35845007876623 4691 17.11788531230015 -0.5168501866457095 -401.54175143780486 200.77087571890243 -248.1773528936367
21 601 600.5 37.28309984246756 -81.35845007876623 4691 17.11788531230015 -0.5168501866457095 -401.54175143780486 200.77087571890243 -248.1773528936367
22 601 800.5 37.28309984246756 -81.35845007876623 4691 17.11788531230015 -0.5168501866457095 -401.54175143780486 200.77087571890243 -248.1773528936367
23 201 800.5 199.9590164846017 -0.020491757699147684 8549 18.306234647327173 -5.261669526742126e-05 -683.826528940572 341.913264470286 -273.5517347342712
24 201 600.5 199.9590164846017 -0.020491757699147684 8549 18.306234647327173 -5.261669526742126e-05 -683.826528940572 341.913264470286 -273.5517347342712
25 201 400.5 199.9590164846017 -0.020491757699147684 8549 18.306234647327173 -5.261669526742126e-05 -683.826528940572 341.913264470286 -273.5517347342712
26 201 200.5 199.9590164846017 -0.020491757699147684 8549 18.306234647327173 -5.261669526742126e-05 -683.826528940572 341.913264470286 -273.5517347342712

View File

@@ -0,0 +1,101 @@
period,std,final_eq,ret_pct,n_trades,win_rate,sharpe,max_dd_u,max_dd_pct,stable_score
301,800.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,900.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,400.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,300.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,200.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,100.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,700.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,600.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,500.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
901,0.5,13.45175555605595,-93.27412222197202,10264,30.670303975058456,-0.8952537525217249,-189.5983790965677,94.79918954828385,-179.8565188908598
801,0.5,10.34628311811287,-94.82685844094357,11410,31.0692375109553,-0.8073996538916506,-208.98636227084955,104.49318113542478,-188.1101991959832
501,0.5,1.8986708832397656,-99.05066455838012,15372,33.36586000520427,-0.8822266044169348,-198.31333975387093,99.15666987693547,-188.96271971293172
701,0.5,1.6035402845204254,-99.19822985773979,12485,31.229475370444533,-0.8874406539711374,-198.89129268300212,99.44564634150106,-189.40403477859428
101,0.5,2.9344181713149435,-98.53279091434253,35484,40.70003381805884,-1.0207595955600905,-200.5343407319586,100.2671703659793,-190.99564235384705
401,700.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,900.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,800.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,600.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,100.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,500.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,400.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,200.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,300.5,6.006954718238241,-96.99652264088088,17153,19.413513671077943,-0.554621338370883,-218.38418033295903,109.19209016647953,-191.0056508345151
401,0.5,3.0098224997841756,-98.49508875010791,17114,34.983054808928365,-1.24562923011871,-197.42490102080006,98.71245051040003,-192.41259991985248
201,900.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,800.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,700.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,600.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,500.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,400.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,300.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,100.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
201,200.5,9.7202672056566,-95.1398663971717,24243,20.735882522790085,-0.805097998664356,-220.7396343409598,110.3698171704799,-193.0968961175279
301,0.5,3.288758436016597,-98.3556207819917,18999,36.78614663929681,-0.9796482828217248,-210.34848032205863,105.17424016102932,-194.25079230467585
201,0.5,0.8960823320970013,-99.5519588339515,24082,38.36060127896354,-1.1894204188425357,-201.2616833266314,100.6308416633157,-194.3296771907145
1,100.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,0.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,900.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,600.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,400.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,300.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,200.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,500.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,800.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,700.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
601,0.5,3.1473924625026317,-98.42630376874868,13683,32.53672440254331,-0.749362829772547,-247.87957672599615,123.93978836299809,-206.57048841641773
501,300.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
501,200.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
501,600.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
501,100.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
501,500.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
501,700.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
501,800.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
501,900.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
501,400.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
101,900.5,2.46021630053702,-98.7698918497315,36119,21.254741271906752,-0.4895899161479696,-271.6273063072573,135.81365315362865,-213.29589336641004
101,100.5,2.46021630053702,-98.7698918497315,36119,21.254741271906752,-0.4895899161479696,-271.6273063072573,135.81365315362865,-213.29589336641004
101,200.5,2.46021630053702,-98.7698918497315,36119,21.254741271906752,-0.4895899161479696,-271.6273063072573,135.81365315362865,-213.29589336641004
101,300.5,2.46021630053702,-98.7698918497315,36119,21.254741271906752,-0.4895899161479696,-271.6273063072573,135.81365315362865,-213.29589336641004
101,400.5,2.46021630053702,-98.7698918497315,36119,21.254741271906752,-0.4895899161479696,-271.6273063072573,135.81365315362865,-213.29589336641004
101,500.5,2.46021630053702,-98.7698918497315,36119,21.254741271906752,-0.4895899161479696,-271.6273063072573,135.81365315362865,-213.29589336641004
101,600.5,2.46021630053702,-98.7698918497315,36119,21.254741271906752,-0.4895899161479696,-271.6273063072573,135.81365315362865,-213.29589336641004
101,700.5,2.46021630053702,-98.7698918497315,36119,21.254741271906752,-0.4895899161479696,-271.6273063072573,135.81365315362865,-213.29589336641004
101,800.5,2.46021630053702,-98.7698918497315,36119,21.254741271906752,-0.4895899161479696,-271.6273063072573,135.81365315362865,-213.29589336641004
601,700.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,900.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,800.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,600.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,400.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,300.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,500.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,100.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
601,200.5,3.0597660326602996,-98.47011698366985,13680,19.1812865497076,-0.18459283577348395,-553.0425949461219,276.52129747306094,-321.90226899140043
701,700.5,14.503672746728883,-92.74816362663556,12501,19.598432125429966,-0.15690585751773198,-643.6658567532712,321.8329283766356,-352.0973766181569
701,900.5,14.503672746728883,-92.74816362663556,12501,19.598432125429966,-0.15690585751773198,-643.6658567532712,321.8329283766356,-352.0973766181569
701,800.5,14.503672746728883,-92.74816362663556,12501,19.598432125429966,-0.15690585751773198,-643.6658567532712,321.8329283766356,-352.0973766181569
701,600.5,14.503672746728883,-92.74816362663556,12501,19.598432125429966,-0.15690585751773198,-643.6658567532712,321.8329283766356,-352.0973766181569
701,500.5,14.503672746728883,-92.74816362663556,12501,19.598432125429966,-0.15690585751773198,-643.6658567532712,321.8329283766356,-352.0973766181569
701,400.5,14.503672746728883,-92.74816362663556,12501,19.598432125429966,-0.15690585751773198,-643.6658567532712,321.8329283766356,-352.0973766181569
701,300.5,14.503672746728883,-92.74816362663556,12501,19.598432125429966,-0.15690585751773198,-643.6658567532712,321.8329283766356,-352.0973766181569
701,200.5,14.503672746728883,-92.74816362663556,12501,19.598432125429966,-0.15690585751773198,-643.6658567532712,321.8329283766356,-352.0973766181569
701,100.5,14.503672746728883,-92.74816362663556,12501,19.598432125429966,-0.15690585751773198,-643.6658567532712,321.8329283766356,-352.0973766181569
801,600.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,900.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,800.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,700.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,300.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,500.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,400.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,200.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,100.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
901,100.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,200.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,300.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,400.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,500.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,600.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,700.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,800.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,900.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
1 period std final_eq ret_pct n_trades win_rate sharpe max_dd_u max_dd_pct stable_score
2 301 800.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
3 301 900.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
4 301 400.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
5 301 300.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
6 301 200.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
7 301 100.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
8 301 700.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
9 301 600.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
10 301 500.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
11 901 0.5 13.45175555605595 -93.27412222197202 10264 30.670303975058456 -0.8952537525217249 -189.5983790965677 94.79918954828385 -179.8565188908598
12 801 0.5 10.34628311811287 -94.82685844094357 11410 31.0692375109553 -0.8073996538916506 -208.98636227084955 104.49318113542478 -188.1101991959832
13 501 0.5 1.8986708832397656 -99.05066455838012 15372 33.36586000520427 -0.8822266044169348 -198.31333975387093 99.15666987693547 -188.96271971293172
14 701 0.5 1.6035402845204254 -99.19822985773979 12485 31.229475370444533 -0.8874406539711374 -198.89129268300212 99.44564634150106 -189.40403477859428
15 101 0.5 2.9344181713149435 -98.53279091434253 35484 40.70003381805884 -1.0207595955600905 -200.5343407319586 100.2671703659793 -190.99564235384705
16 401 700.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
17 401 900.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
18 401 800.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
19 401 600.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
20 401 100.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
21 401 500.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
22 401 400.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
23 401 200.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
24 401 300.5 6.006954718238241 -96.99652264088088 17153 19.413513671077943 -0.554621338370883 -218.38418033295903 109.19209016647953 -191.0056508345151
25 401 0.5 3.0098224997841756 -98.49508875010791 17114 34.983054808928365 -1.24562923011871 -197.42490102080006 98.71245051040003 -192.41259991985248
26 201 900.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
27 201 800.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
28 201 700.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
29 201 600.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
30 201 500.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
31 201 400.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
32 201 300.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
33 201 100.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
34 201 200.5 9.7202672056566 -95.1398663971717 24243 20.735882522790085 -0.805097998664356 -220.7396343409598 110.3698171704799 -193.0968961175279
35 301 0.5 3.288758436016597 -98.3556207819917 18999 36.78614663929681 -0.9796482828217248 -210.34848032205863 105.17424016102932 -194.25079230467585
36 201 0.5 0.8960823320970013 -99.5519588339515 24082 38.36060127896354 -1.1894204188425357 -201.2616833266314 100.6308416633157 -194.3296771907145
37 1 100.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
38 1 0.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
39 1 900.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
40 1 600.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
41 1 400.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
42 1 300.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
43 1 200.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
44 1 500.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
45 1 800.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
46 1 700.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
47 601 0.5 3.1473924625026317 -98.42630376874868 13683 32.53672440254331 -0.749362829772547 -247.87957672599615 123.93978836299809 -206.57048841641773
48 501 300.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
49 501 200.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
50 501 600.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
51 501 100.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
52 501 500.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
53 501 700.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
54 501 800.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
55 501 900.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
56 501 400.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
57 101 900.5 2.46021630053702 -98.7698918497315 36119 21.254741271906752 -0.4895899161479696 -271.6273063072573 135.81365315362865 -213.29589336641004
58 101 100.5 2.46021630053702 -98.7698918497315 36119 21.254741271906752 -0.4895899161479696 -271.6273063072573 135.81365315362865 -213.29589336641004
59 101 200.5 2.46021630053702 -98.7698918497315 36119 21.254741271906752 -0.4895899161479696 -271.6273063072573 135.81365315362865 -213.29589336641004
60 101 300.5 2.46021630053702 -98.7698918497315 36119 21.254741271906752 -0.4895899161479696 -271.6273063072573 135.81365315362865 -213.29589336641004
61 101 400.5 2.46021630053702 -98.7698918497315 36119 21.254741271906752 -0.4895899161479696 -271.6273063072573 135.81365315362865 -213.29589336641004
62 101 500.5 2.46021630053702 -98.7698918497315 36119 21.254741271906752 -0.4895899161479696 -271.6273063072573 135.81365315362865 -213.29589336641004
63 101 600.5 2.46021630053702 -98.7698918497315 36119 21.254741271906752 -0.4895899161479696 -271.6273063072573 135.81365315362865 -213.29589336641004
64 101 700.5 2.46021630053702 -98.7698918497315 36119 21.254741271906752 -0.4895899161479696 -271.6273063072573 135.81365315362865 -213.29589336641004
65 101 800.5 2.46021630053702 -98.7698918497315 36119 21.254741271906752 -0.4895899161479696 -271.6273063072573 135.81365315362865 -213.29589336641004
66 601 700.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
67 601 900.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
68 601 800.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
69 601 600.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
70 601 400.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
71 601 300.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
72 601 500.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
73 601 100.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
74 601 200.5 3.0597660326602996 -98.47011698366985 13680 19.1812865497076 -0.18459283577348395 -553.0425949461219 276.52129747306094 -321.90226899140043
75 701 700.5 14.503672746728883 -92.74816362663556 12501 19.598432125429966 -0.15690585751773198 -643.6658567532712 321.8329283766356 -352.0973766181569
76 701 900.5 14.503672746728883 -92.74816362663556 12501 19.598432125429966 -0.15690585751773198 -643.6658567532712 321.8329283766356 -352.0973766181569
77 701 800.5 14.503672746728883 -92.74816362663556 12501 19.598432125429966 -0.15690585751773198 -643.6658567532712 321.8329283766356 -352.0973766181569
78 701 600.5 14.503672746728883 -92.74816362663556 12501 19.598432125429966 -0.15690585751773198 -643.6658567532712 321.8329283766356 -352.0973766181569
79 701 500.5 14.503672746728883 -92.74816362663556 12501 19.598432125429966 -0.15690585751773198 -643.6658567532712 321.8329283766356 -352.0973766181569
80 701 400.5 14.503672746728883 -92.74816362663556 12501 19.598432125429966 -0.15690585751773198 -643.6658567532712 321.8329283766356 -352.0973766181569
81 701 300.5 14.503672746728883 -92.74816362663556 12501 19.598432125429966 -0.15690585751773198 -643.6658567532712 321.8329283766356 -352.0973766181569
82 701 200.5 14.503672746728883 -92.74816362663556 12501 19.598432125429966 -0.15690585751773198 -643.6658567532712 321.8329283766356 -352.0973766181569
83 701 100.5 14.503672746728883 -92.74816362663556 12501 19.598432125429966 -0.15690585751773198 -643.6658567532712 321.8329283766356 -352.0973766181569
84 801 600.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
85 801 900.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
86 801 800.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
87 801 700.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
88 801 300.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
89 801 500.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
90 801 400.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
91 801 200.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
92 801 100.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
93 901 100.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
94 901 200.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
95 901 300.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
96 901 400.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
97 901 500.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
98 901 600.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
99 901 700.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
100 901 800.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
101 901 900.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374

View File

@@ -0,0 +1,17 @@
period,std,final_eq,ret_pct,n_trades,win_rate,sharpe,max_dd_u,max_dd_pct,stable_score
751,250.5,127.53055242971492,-36.23472378514254,11780,19.898132427843805,-0.1076378009333422,-345.62059572323346,172.81029786161673,-175.77461568563604
751,500.5,127.53055242971492,-36.23472378514254,11780,19.898132427843805,-0.1076378009333422,-345.62059572323346,172.81029786161673,-175.77461568563604
751,750.5,127.53055242971492,-36.23472378514254,11780,19.898132427843805,-0.1076378009333422,-345.62059572323346,172.81029786161673,-175.77461568563604
501,0.5,1.8986708832397656,-99.05066455838012,15372,33.36586000520427,-0.8822266044169348,-198.31333975387093,99.15666987693547,-188.96271971293172
751,0.5,6.787536497792063,-96.60623175110396,11769,31.701928795989463,-0.8973785204314527,-208.02359739762167,104.01179869881084,-190.58421295533006
251,0.5,1.2582263129595197,-99.37088684352024,21094,37.47985209064189,-1.1405413234039807,-199.63192120071835,99.81596060035918,-192.91015120465536
251,250.5,11.523950753177985,-94.23802462341101,21200,20.42924528301887,-0.4469101538511351,-243.2936639641133,121.64683198205665,-196.91841205526995
251,500.5,11.523950753177985,-94.23802462341101,21200,20.42924528301887,-0.4469101538511351,-243.2936639641133,121.64683198205665,-196.91841205526995
251,750.5,11.523950753177985,-94.23802462341101,21200,20.42924528301887,-0.4469101538511351,-243.2936639641133,121.64683198205665,-196.91841205526995
1,0.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,250.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,500.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
1,750.5,7.332091932035972e-15,-100.0,314852,34.19479628523877,-1.9254884054263868,-199.9,99.95,-203.06586086511663
501,250.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
501,500.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
501,750.5,2.0680528205830533,-98.96597358970847,15381,19.29003315779208,-0.5182752037530948,-256.6618012939444,128.3309006469722,-207.84999655232338
1 period std final_eq ret_pct n_trades win_rate sharpe max_dd_u max_dd_pct stable_score
2 751 250.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
3 751 500.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
4 751 750.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
5 501 0.5 1.8986708832397656 -99.05066455838012 15372 33.36586000520427 -0.8822266044169348 -198.31333975387093 99.15666987693547 -188.96271971293172
6 751 0.5 6.787536497792063 -96.60623175110396 11769 31.701928795989463 -0.8973785204314527 -208.02359739762167 104.01179869881084 -190.58421295533006
7 251 0.5 1.2582263129595197 -99.37088684352024 21094 37.47985209064189 -1.1405413234039807 -199.63192120071835 99.81596060035918 -192.91015120465536
8 251 250.5 11.523950753177985 -94.23802462341101 21200 20.42924528301887 -0.4469101538511351 -243.2936639641133 121.64683198205665 -196.91841205526995
9 251 500.5 11.523950753177985 -94.23802462341101 21200 20.42924528301887 -0.4469101538511351 -243.2936639641133 121.64683198205665 -196.91841205526995
10 251 750.5 11.523950753177985 -94.23802462341101 21200 20.42924528301887 -0.4469101538511351 -243.2936639641133 121.64683198205665 -196.91841205526995
11 1 0.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
12 1 250.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
13 1 500.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
14 1 750.5 7.332091932035972e-15 -100.0 314852 34.19479628523877 -1.9254884054263868 -199.9 99.95 -203.06586086511663
15 501 250.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
16 501 500.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338
17 501 750.5 2.0680528205830533 -98.96597358970847 15381 19.29003315779208 -0.5182752037530948 -256.6618012939444 128.3309006469722 -207.84999655232338

View File

@@ -0,0 +1,401 @@
period,std,final_eq,ret_pct,n_trades,win_rate,sharpe,max_dd_u,max_dd_pct,stable_score
301,100.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,600.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,300.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,350.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,400.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,450.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,500.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,550.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,650.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,200.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,750.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,800.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,850.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,900.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,950.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,50.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,250.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,700.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
301,150.5,52.83984459402632,-73.58007770298684,19058,20.495330045125407,-0.3757296908035501,-226.550345134987,113.27517256749351,-168.70897204662427
751,350.5,127.53055242971492,-36.23472378514254,11780,19.898132427843805,-0.1076378009333422,-345.62059572323346,172.81029786161673,-175.77461568563604
751,800.5,127.53055242971492,-36.23472378514254,11780,19.898132427843805,-0.1076378009333422,-345.62059572323346,172.81029786161673,-175.77461568563604
751,300.5,127.53055242971492,-36.23472378514254,11780,19.898132427843805,-0.1076378009333422,-345.62059572323346,172.81029786161673,-175.77461568563604
751,150.5,127.53055242971492,-36.23472378514254,11780,19.898132427843805,-0.1076378009333422,-345.62059572323346,172.81029786161673,-175.77461568563604
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801,350.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,450.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,500.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,400.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,950.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,900.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,850.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,800.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,750.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,700.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,650.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,600.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,550.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
801,250.5,118.75268396562913,-40.623658017185434,11418,19.451742862147487,-0.04049557086835689,-1080.0440346768748,540.0220173384374,-473.1272187383557
851,600.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,950.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,900.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,800.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,750.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,700.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,650.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,550.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,500.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,450.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,400.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,350.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,300.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,250.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,200.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,150.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,100.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,50.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
851,850.5,316.5964254122197,58.298212706109844,10734,20.18818706912614,0.06259789806970045,-1385.5342422406081,692.7671211203041,-495.164309413297
901,150.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,100.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,50.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,250.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,300.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,350.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,400.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,450.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,500.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,550.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,600.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,650.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,700.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,750.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,800.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,850.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,900.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,950.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
901,200.5,563.7908687274055,181.89543436370275,10270,19.561830574488802,0.09336862353854584,-1726.9726968393975,863.4863484196987,-507.77322088959374
1 period std final_eq ret_pct n_trades win_rate sharpe max_dd_u max_dd_pct stable_score
2 301 100.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
3 301 600.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
4 301 300.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
5 301 350.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
6 301 400.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
7 301 450.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
8 301 500.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
9 301 550.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
10 301 650.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
11 301 200.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
12 301 750.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
13 301 800.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
14 301 850.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
15 301 900.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
16 301 950.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
17 301 50.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
18 301 250.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
19 301 700.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
20 301 150.5 52.83984459402632 -73.58007770298684 19058 20.495330045125407 -0.3757296908035501 -226.550345134987 113.27517256749351 -168.70897204662427
21 751 350.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
22 751 800.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
23 751 300.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
24 751 150.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
25 751 100.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
26 751 50.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
27 751 950.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
28 751 900.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
29 751 250.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
30 751 850.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
31 751 750.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
32 751 700.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
33 751 650.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
34 751 600.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
35 751 550.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
36 751 500.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
37 751 450.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
38 751 400.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
39 751 200.5 127.53055242971492 -36.23472378514254 11780 19.898132427843805 -0.1076378009333422 -345.62059572323346 172.81029786161673 -175.77461568563604
40 901 0.5 13.45175555605595 -93.27412222197202 10264 30.670303975058456 -0.8952537525217249 -189.5983790965677 94.79918954828385 -179.8565188908598
41 851 0.5 13.139093314987317 -93.43045334250634 10724 31.90041029466617 -0.8457807204487175 -197.00597073746417 98.50298536873208 -182.38221028287663
42 351 550.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
43 351 800.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
44 351 600.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
45 351 650.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
46 351 700.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
47 351 750.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
48 351 450.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
49 351 850.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
50 351 500.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
51 351 200.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
52 351 400.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
53 351 950.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
54 351 350.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
55 351 300.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
56 351 250.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
57 351 150.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
58 351 100.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
59 351 50.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
60 351 900.5 9.606531110456654 -95.19673444477168 17857 19.476955815646523 -0.6356682943106791 -200.96548233515287 100.48274116757642 -183.21094691056095
61 801 0.5 10.34628311811287 -94.82685844094357 11410 31.0692375109553 -0.8073996538916506 -208.98636227084955 104.49318113542478 -188.1101991959832
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362 801 550.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
363 801 250.5 118.75268396562913 -40.623658017185434 11418 19.451742862147487 -0.04049557086835689 -1080.0440346768748 540.0220173384374 -473.1272187383557
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366 851 900.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
367 851 800.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
368 851 750.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
369 851 700.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
370 851 650.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
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372 851 500.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
373 851 450.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
374 851 400.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
375 851 350.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
376 851 300.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
377 851 250.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
378 851 200.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
379 851 150.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
380 851 100.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
381 851 50.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
382 851 850.5 316.5964254122197 58.298212706109844 10734 20.18818706912614 0.06259789806970045 -1385.5342422406081 692.7671211203041 -495.164309413297
383 901 150.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
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385 901 50.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
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389 901 400.5 563.7908687274055 181.89543436370275 10270 19.561830574488802 0.09336862353854584 -1726.9726968393975 863.4863484196987 -507.77322088959374
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View File

@@ -0,0 +1,226 @@
period,std,final_eq,ret_pct,n_trades,win_rate,sharpe,max_dd_u,max_dd_pct,stable_score
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175,350.0,12.4581987388331,-93.77090063058345,26341,20.64462245169128,-0.43133451172875364,-347.90454143788213,173.95227071894107,-238.10873134648136
175,300.0,12.4581987388331,-93.77090063058345,26341,20.64462245169128,-0.43133451172875364,-347.90454143788213,173.95227071894107,-238.10873134648136
175,200.0,12.4581987388331,-93.77090063058345,26341,20.64462245169128,-0.43133451172875364,-347.90454143788213,173.95227071894107,-238.10873134648136
175,150.0,12.4581987388331,-93.77090063058345,26341,20.64462245169128,-0.43133451172875364,-347.90454143788213,173.95227071894107,-238.10873134648136
175,100.0,12.4581987388331,-93.77090063058345,26341,20.64462245169128,-0.43133451172875364,-347.90454143788213,173.95227071894107,-238.10873134648136
175,750.0,12.4581987388331,-93.77090063058345,26341,20.64462245169128,-0.43133451172875364,-347.90454143788213,173.95227071894107,-238.10873134648136
175,800.0,12.4581987388331,-93.77090063058345,26341,20.64462245169128,-0.43133451172875364,-347.90454143788213,173.95227071894107,-238.10873134648136
1 period std final_eq ret_pct n_trades win_rate sharpe max_dd_u max_dd_pct stable_score
2 275 800.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
3 275 750.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
4 275 150.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
5 275 200.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
6 275 250.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
7 275 300.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
8 275 350.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
9 275 400.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
10 275 450.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
11 275 500.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
12 275 550.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
13 275 600.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
14 275 650.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
15 275 700.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
16 275 100.0 63.55924228204109 -68.22037885897946 20470 20.058622374206156 -0.3140671553821636 -228.29076347059168 114.14538173529584 -163.3054901118021
17 300 150.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
18 300 800.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
19 300 750.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
20 300 700.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
21 300 650.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
22 300 600.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
23 300 550.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
24 300 100.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
25 300 450.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
26 300 400.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
27 300 350.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
28 300 300.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
29 300 250.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
30 300 500.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
31 300 200.0 45.636613027184836 -77.18169348640758 19146 20.531703750130575 -0.4725797195498165 -233.02158222956754 116.51079111478377 -176.0612830128324
32 350 100.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
33 350 550.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
34 350 200.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
35 350 800.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
36 350 750.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
37 350 700.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
38 350 650.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
39 350 600.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
40 350 150.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
41 350 500.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
42 350 400.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
43 350 350.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
44 350 300.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
45 350 250.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
46 350 450.0 13.8291982163463 -93.08540089182685 17935 19.643155840535268 -0.5586854218498274 -197.30541575157045 98.65270787578523 -178.71179225465298
47 225 350.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
48 225 100.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
49 225 150.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
50 225 200.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
51 225 250.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
52 225 300.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
53 225 550.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
54 225 400.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
55 225 500.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
56 225 600.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
57 225 650.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
58 225 700.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
59 225 750.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
60 225 800.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
61 225 450.0 17.642989940727276 -91.17850502963637 22436 20.61864860046354 -0.5167117069353269 -219.0165143940866 109.5082571970433 -184.98565127049494
62 200 800.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
63 200 100.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
64 200 700.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
65 200 650.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
66 200 600.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
67 200 550.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
68 200 500.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
69 200 450.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
70 200 400.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
71 200 350.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
72 200 300.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
73 200 250.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
74 200 200.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
75 200 150.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
76 200 750.0 14.212906844859912 -92.89354657757005 24289 20.783070525752397 -0.795587271880617 -220.04371571904193 110.02185785952096 -190.45808012775422
77 325 800.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
78 325 750.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
79 325 150.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
80 325 200.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
81 325 250.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
82 325 300.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
83 325 350.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
84 325 100.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
85 325 400.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
86 325 450.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
87 325 500.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
88 325 550.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
89 325 600.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
90 325 650.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
91 325 700.0 33.78902220405962 -83.10548889797019 18507 19.570973145296374 -0.3316849452234392 -262.39266677359524 131.19633338679762 -192.04277495008955
92 400 750.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
93 400 100.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
94 400 700.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
95 400 650.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
96 400 600.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
97 400 550.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
98 400 500.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
99 400 450.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
100 400 350.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
101 400 300.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
102 400 250.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
103 400 200.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
104 400 150.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
105 400 400.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
106 400 800.0 3.336676356690486 -98.33166182165476 17187 19.369290743003432 -0.5990111734201886 -220.44329138515295 110.22164569257646 -193.6971124567582
107 75 750.0 0.6511222814515799 -99.6744388592742 42066 21.69923453620501 -0.6722580565842263 -217.13993724528302 108.56996862264153 -194.59751043639815
108 75 400.0 0.6511222814515799 -99.6744388592742 42066 21.69923453620501 -0.6722580565842263 -217.13993724528302 108.56996862264153 -194.59751043639815
109 75 800.0 0.6511222814515799 -99.6744388592742 42066 21.69923453620501 -0.6722580565842263 -217.13993724528302 108.56996862264153 -194.59751043639815
110 75 100.0 0.6511222814515799 -99.6744388592742 42066 21.69923453620501 -0.6722580565842263 -217.13993724528302 108.56996862264153 -194.59751043639815
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period,std,final_eq,ret_pct,n_trades,win_rate,sharpe,max_dd_u,max_dd_pct,stable_score
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282,486.0,27.64626455726074,-86.17686772136963,19974,19.71563031941524,-0.3474516454590287,-198.63022266628306,99.31511133314153,-169.7983765333912
282,484.0,27.64626455726074,-86.17686772136963,19974,19.71563031941524,-0.3474516454590287,-198.63022266628306,99.31511133314153,-169.7983765333912
282,482.0,27.64626455726074,-86.17686772136963,19974,19.71563031941524,-0.3474516454590287,-198.63022266628306,99.31511133314153,-169.7983765333912
282,480.0,27.64626455726074,-86.17686772136963,19974,19.71563031941524,-0.3474516454590287,-198.63022266628306,99.31511133314153,-169.7983765333912
282,508.0,27.64626455726074,-86.17686772136963,19974,19.71563031941524,-0.3474516454590287,-198.63022266628306,99.31511133314153,-169.7983765333912
282,498.0,27.64626455726074,-86.17686772136963,19974,19.71563031941524,-0.3474516454590287,-198.63022266628306,99.31511133314153,-169.7983765333912
286,484.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,496.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,508.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,486.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,488.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,490.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,492.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,494.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,482.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,498.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,480.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,502.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,504.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,510.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,506.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
286,500.0,27.843751242968498,-86.07812437851575,19814,19.854648228525285,-0.3933356352754516,-209.18363814803257,104.59181907401629,-174.4716072610342
300,496.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,508.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,506.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,504.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,502.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,500.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,498.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,490.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,494.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,492.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,488.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,486.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,484.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,482.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,480.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
300,510.0,45.636613027184836,-77.18169348640758,19146,20.531703750130575,-0.4725797195498165,-233.02158222956754,116.51079111478377,-176.0612830128324
280,482.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,510.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,484.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,486.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,488.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,490.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,492.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,494.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,496.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,498.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,500.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,502.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,504.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,506.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,508.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
280,480.0,65.63691589272076,-67.18154205363962,20060,20.004985044865403,-0.1793386285305311,-276.8334911466567,138.41674557332834,-180.06700205466868
284,510.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,482.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,484.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,486.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,488.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,490.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,492.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,494.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,496.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,498.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,500.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,502.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,504.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,506.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,508.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
284,480.0,4.392776873192187,-97.8036115634039,19958,19.646257139993985,-0.6921390391247239,-215.20797390381568,107.60398695190784,-192.19246959442688
1 period std final_eq ret_pct n_trades win_rate sharpe max_dd_u max_dd_pct stable_score
2 290 496.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
3 290 510.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
4 290 482.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
5 290 484.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
6 290 486.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
7 290 488.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
8 290 490.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
9 290 492.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
10 290 494.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
11 290 498.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
12 290 500.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
13 290 502.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
14 290 504.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
15 290 506.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
16 290 508.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
17 290 480.0 243.61657139606652 21.80828569803326 19616 20.39661500815661 0.053326400551732156 -206.99839245306777 103.49919622653387 -60.35115447657306
18 294 510.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
19 294 492.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
20 294 508.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
21 294 482.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
22 294 484.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
23 294 486.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
24 294 488.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
25 294 490.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
26 294 480.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
27 294 494.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
28 294 506.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
29 294 498.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
30 294 500.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
31 294 502.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
32 294 504.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
33 294 496.0 199.68691854748374 -0.15654072625812887 19426 20.369607742201172 -0.00044065189971063414 -202.09482205003653 101.04741102501826 -80.99975736906927
34 292 480.0 162.04741012047063 -18.976294939764685 19532 20.243702641818555 -0.06641787769617029 -211.29322924484535 105.64661462242269 -104.29060117005689
35 292 482.0 162.04741012047063 -18.976294939764685 19532 20.243702641818555 -0.06641787769617029 -211.29322924484535 105.64661462242269 -104.29060117005689
36 292 484.0 162.04741012047063 -18.976294939764685 19532 20.243702641818555 -0.06641787769617029 -211.29322924484535 105.64661462242269 -104.29060117005689
37 292 488.0 162.04741012047063 -18.976294939764685 19532 20.243702641818555 -0.06641787769617029 -211.29322924484535 105.64661462242269 -104.29060117005689
38 292 490.0 162.04741012047063 -18.976294939764685 19532 20.243702641818555 -0.06641787769617029 -211.29322924484535 105.64661462242269 -104.29060117005689
39 292 492.0 162.04741012047063 -18.976294939764685 19532 20.243702641818555 -0.06641787769617029 -211.29322924484535 105.64661462242269 -104.29060117005689
40 292 494.0 162.04741012047063 -18.976294939764685 19532 20.243702641818555 -0.06641787769617029 -211.29322924484535 105.64661462242269 -104.29060117005689
41 292 486.0 162.04741012047063 -18.976294939764685 19532 20.243702641818555 -0.06641787769617029 -211.29322924484535 105.64661462242269 -104.29060117005689
42 292 498.0 162.04741012047063 -18.976294939764685 19532 20.243702641818555 -0.06641787769617029 -211.29322924484535 105.64661462242269 -104.29060117005689
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154 280 496.0 65.63691589272076 -67.18154205363962 20060 20.004985044865403 -0.1793386285305311 -276.8334911466567 138.41674557332834 -180.06700205466868
155 280 498.0 65.63691589272076 -67.18154205363962 20060 20.004985044865403 -0.1793386285305311 -276.8334911466567 138.41674557332834 -180.06700205466868
156 280 500.0 65.63691589272076 -67.18154205363962 20060 20.004985044865403 -0.1793386285305311 -276.8334911466567 138.41674557332834 -180.06700205466868
157 280 502.0 65.63691589272076 -67.18154205363962 20060 20.004985044865403 -0.1793386285305311 -276.8334911466567 138.41674557332834 -180.06700205466868
158 280 504.0 65.63691589272076 -67.18154205363962 20060 20.004985044865403 -0.1793386285305311 -276.8334911466567 138.41674557332834 -180.06700205466868
159 280 506.0 65.63691589272076 -67.18154205363962 20060 20.004985044865403 -0.1793386285305311 -276.8334911466567 138.41674557332834 -180.06700205466868
160 280 508.0 65.63691589272076 -67.18154205363962 20060 20.004985044865403 -0.1793386285305311 -276.8334911466567 138.41674557332834 -180.06700205466868
161 280 480.0 65.63691589272076 -67.18154205363962 20060 20.004985044865403 -0.1793386285305311 -276.8334911466567 138.41674557332834 -180.06700205466868
162 284 510.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
163 284 482.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
164 284 484.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
165 284 486.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
166 284 488.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
167 284 490.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
168 284 492.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
169 284 494.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
170 284 496.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
171 284 498.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
172 284 500.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
173 284 502.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
174 284 504.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
175 284 506.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
176 284 508.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688
177 284 480.0 4.392776873192187 -97.8036115634039 19958 19.646257139993985 -0.6921390391247239 -215.20797390381568 107.60398695190784 -192.19246959442688

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year,year_end_equity,year_return_pct
2020,54.050106322289274,-72.97494683885536
2021,94.65774624824195,75.12962080743739
2022,200.96942517386574,112.31165238903867
2023,141.40095297115792,-29.64056455412212
2024,192.12283166096822,35.87095958268133
2025,243.61657139606652,26.802509254062695
1 year year_end_equity year_return_pct
2 2020 54.050106322289274 -72.97494683885536
3 2021 94.65774624824195 75.12962080743739
4 2022 200.96942517386574 112.31165238903867
5 2023 141.40095297115792 -29.64056455412212
6 2024 192.12283166096822 35.87095958268133
7 2025 243.61657139606652 26.802509254062695