Data Ingestion
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Ingestion Log
| File | Symbol | Timeframe | Rows | Data Start | Data End | Status | Started | Action |
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Data Summary
| Symbol | Timeframe | Bars | First Bar | Last Bar |
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Backtesting
Backtest Runner
Select a saved strategy and an OHLCV series to run an equity-curve backtest.
Regime Detection (HMM + LSTM regime forecaster)
Fit Regime Model
Regime Sequence
Decoded Sequence (most recent first, max 500 rows)
| Time (UTC) | State | Label | Prob | Active | Ret Var |
|---|
Fitted Models
| ID | Symbol | Window | k | n_obs | BIC | Log L | Train Start | Train End | Fitted At | Action |
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Train LSTM Forecaster
Trains an LSTM on top of a fitted HMM. Input features are
log-return, 30-bar rolling volatility, and the HMM's
posterior at each bar. Target = HMM state at t+1. Output
feeds AllocationNN for per-state strategy weights.
LSTM Forecast vs HMM Actual
Bright band = HMM state at t+1 (actual). Lines = LSTM predicted probability per state, faded. Hits and misses align where predicted argmax matches the actual state.
Fitted LSTM Models
| ID | HMM ID | Symbol | Window | k | Lookback | Hidden | Layers | Train Acc | Val Acc | n_obs | Fitted At | Action |
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Results
Backtest Results Viewer
Equity curves, drawdown charts, regime overlays, and trade-level analysis.
Parameter Optimizer
Grid Search / Bayesian Optimization
Optimize strategy parameters with walk-forward validation. GPU-accelerated for large parameter spaces.
Performance
Performance Analytics
Daily P&L, rolling Sharpe, exposure by regime, return distribution.
Trade Analysis
Trade-Level Analysis
Entry/exit details, regime attribution, P&L per trade, hold-time distribution.
| Symbol | Side | Entry | Exit | Qty | P&L | Regime |
|---|---|---|---|---|---|---|
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Accounts
Current Positions
| Symbol | Side | Quantity | Entry Price | Last Price | Bid | Ask | P&L |
|---|---|---|---|---|---|---|---|
| Select an account and refresh | |||||||
Order Activity
| Time | Symbol | Side | Type | Qty | Price | Status |
|---|---|---|---|---|---|---|
| Select an account and refresh | ||||||