{"repo":"snpsnp21/polymarket-trading-bot-ai-model-btc-5m-15m-1h-up-down-regime-gated-ml-arbitrage","free":true,"listed":false,"github":"https://github.com/snpsnp21/polymarket-trading-bot-ai-model-btc-5m-15m-1h-up-down-regime-gated-ml-arbitrage","clone":"git clone https://github.com/snpsnp21/polymarket-trading-bot-ai-model-btc-5m-15m-1h-up-down-regime-gated-ml-arbitrage.git","description":"Regime-gated ML arbitrage bot for Polymarket BTC Up/Down 5m, 15m, 1h markets. LightGBM probability model, calibrated edges, paper/live modes. polymarket AI model trading bot.","language":"Python","stars":13,"topics":["algorithmic-trading","btc-trading-bot","machine-learning","open-source-trading-bot","paper-trading","polygon","polymarket","polymarket-ai-trading-bot","polymarket-arbitrage-bot","polymarket-bot"],"license":"MIT","category":"trading","readme_excerpt":"Polymarket Trading Bot – AI Model Trading Bot for BTC 5m 15m 1h Up Down Prediction Market with Regime-Gated ML Arbitrage Production-ready regime-gated ML arbitrage bot for Polymarket BTC Up/Down prediction markets (5-minute, 15-minute, 1-hour windows). The bot does not always trade — a regime classifier gates every window, and only tradable states pass through to the calibrated probability model and edge engine. --- Why This Bot Is Different Most Polymarket bots fire on every signal. This one waits . A six-state regime classifier ( trending , mild trend , news driven , volatile , ranging , trap ) decides whether the market is tradable before any ML inference runs. Ranging and trap windows are hard-blocked. The ML model then estimates calibrated P(UP) , compares it to Polymarket odds, and trades only when net edge (after fees, spread, and slippage) exceeds your threshold. Built for real trading — paper mode by default, live-ready execution via Polymarket CLOB on Polygon, multi-timeframe alignment, and institutional-grade risk controls. --- Dashboard Preview (Paper Trading Demo) The screenshots below are generated from the included dashboard tooling using paper trading demo data to illustrate bot capabilities. Run the bot yourself to produce live metrics. PnL Performance Dashboard Cumulative equity curve, win rate, Sharpe ratio, drawdown, PnL by timeframe, and trades-by-regime breakdown. Regime Gating Analysis How the regime classifier blocks ranging/trap windows and protects c","default_branch":null,"files":null,"tree":[],"storefront":"/r/snpsnp21","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/snpsnp21/polymarket-trading-bot-ai-model-btc-5m-15m-1h-up-down-regime-gated-ml-arbitrage/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}