Platform home
Access ML training, live data fetching, dataset browser, and latent regime research from one place.
ML Dashboard
Run the full pipeline — Qlib Alpha158 features, Greeks, LightGBM / MLP / LSTM training, backtest metrics, and equity curves.
Open dashboard →Data & Fetching
Fetch Upstox index timeframes (5m–1d), NIFTY50 options chain (5m or daily), merge live sources, and monitor fetch progress.
Manage data →Data Repository
Browse structured datasets — index bars, options chains, processed features. Filter, preview in grid, and export CSV.
Browse datasets →Strategic Regime Research
Latent regime inference from option-chain observables — HMM regimes, participant attribution, bluff proxy, charts, and Phase 2 intraday analysis.
Open research →Intraday Pattern Discovery
Auto-detect recurring 5m candle patterns — Autoencoder, LSTM-AE, TS2Vec, TNC, Time2Vec → 128-d → HDBSCAN buckets with historical win rates.
Discover patterns →RL Strategy Discovery
PPO reinforcement learning on 5m NIFTY — walk-forward folds, long/flat/short policy, vs buy-hold & MA baselines with analysis charts.
Open RL research →Nifty RL PPO Results
Short PPO research run on Nifty 50 H1 — equity curve, metrics, and trades (-6.4% vs B&H -11.7%).
Open results →SMC Areas
Smart Money Concepts on NIFTY — order blocks, fair value gaps, BOS/CHoCH, liquidity pools, with mitigation rates and 1h forward returns.
Open SMC areas →TabFM Analysis
Google TabFM zero-shot tabular foundation model — direction & return prediction on NIFTY features vs HistGBM walk-forward.
Open TabFM analysis →API & Docs
FastAPI interactive docs — pipeline, metrics, options fetch, S3 sync, strategic research endpoints, and FRA integration.
Open API docs →