Repository Public
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},1053 "validation": {1054 "perp_long_1x": {1055 "total_return": 0.2609244079097377,1056 "sharpe": 4.293474026567944,1057 "max_drawdown": 0.088790099795269751058 },1059 "buy_and_hold": {1060 "total_return": 0.2735110342674052,1061 "sharpe": 4.514849720075643,1062 "max_drawdown": 0.087446814671256151063 }1064 }1065 }1066 },1067 "checks": {1068 "lookahead": "pass",1069 "data_quality": "pass",1070 "ledger": "pass",1071 "funding_alignment": "pass",1072 "notes": [1073 "bars common to every series of the run: BTC, ETH, SOL, HYPE, BTC.SPOT, ETH.SPOT, SOL.SPOT, HYPE.SPOT",1074 "spot benchmark from coinbase: BTC 4995 bars, 5 missing",1075 "spot benchmark from coinbase: ETH 4995 bars, 5 missing",1076 "spot benchmark from coinbase: SOL 4995 bars, 5 missing",1077 "spot benchmark from coinbase: HYPE 4995 bars, 5 missing",1078 "BTC.SPOT: 5 missing bars (longest gap 5), 0 duplicates dropped, 0 OHLC violations, 0 off-grid timestamps; missing bars are not filled",1079 "ETH.SPOT: 5 missing bars (longest gap 5), 0 duplicates dropped, 0 OHLC violations, 0 off-grid timestamps; missing bars are not filled",1080 "SOL.SPOT: 5 missing bars (longest gap 5), 0 duplicates dropped, 0 OHLC violations, 0 off-grid timestamps; missing bars are not filled",1081 "HYPE.SPOT: 5 missing bars (longest gap 5), 0 duplicates dropped, 0 OHLC violations, 0 off-grid timestamps; missing bars are not filled",1082 "equity_curve is the test split, valued at the close of each bar (timestamps are bar-open times, UTC)",1083 "cross-margin account in USDC; weights are signed fractions of account equity (negative = short)",1084 "decision on the closed bar, fill at the next bar's open; taker fee on traded notional and slippage in bps",1085 "funding: every hourly settlement is charged at the open of the bar that starts at its hour, on the position held coming into that bar: amount = -signed size x perpetual open x rate (Hyperliquid pays on the ORACLE price; historical oracle prices are not served, the perpetual's own price is used instead)",1086 "initial margin = notional / leverage, checked at order time: reducing orders always execute, orders adding exposure are cut pro rata to the free collateral or refused below the minimum order",1087 "maintenance margin = notional x flat fraction (Hyperliquid: half of the initial margin at maximum leverage); NO margin tiers by size",1088 "liquidation is intrabar: with every long at the bar's low and every short at its high together, the account is liquidated where margin equity = maintenance margin, at that price, plus taker fee and a penalty; the WHOLE account is closed (no partial liquidation, no backstop, no auto-deleveraging)",1089 "highs and lows are trade prices of the perpetual, not the venue's mark price (which is smoother): wicks liquidate here that might not on the venue",1090 "equity <= 0 marks the run wiped out: equity stays at 0, the unpaid loss is reported as bad debt",1091 "ledger in exact decimals; average entry price rounded half-even at 18 decimals, sizes truncated to the lot",1092 "max_drawdown and worst_intrabar_drawdown are positive fractions; sharpe/sortino/volatility are annualised with 8760 bars per year (24/7 market), risk-free rate 0",1093 "parameters on the test split are META['params']; the sensitivity grid never selects them",1094 "look-ahead check: truncation test on 999 bars, cuts at [0.5, 0.8], 999 decisions compared"1095 ],1096 "data_quality_detail": {1097 "BTC": {1098 "symbol": "BTC",1099 "interval": "1h",1100 "source": "hyperliquid",1101 "n_bars": 5000,1102 "start": "2026-04-16T20:00:00+00:00",1103 "end": "2026-11-11T03:00:00+00:00",1104 "expected_bars": 5000,1105 "missing_bars": 0,1106 "max_gap_bars": 0,1107 "gaps": [],1108 "duplicates_dropped": 0,1109 "unclosed_dropped": 0,1110 "off_grid": 0,1111 "ohlc_violations": 0,1112 "missing_fraction": 0.01113 },1114 "ETH": {1115 "symbol": "ETH",1116 "interval": "1h",1117 "source": "hyperliquid",1118 "n_bars": 5000,1119 "start": "2026-04-16T20:00:00+00:00",1120 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