{"repo":"DiegoBermud65/Polymarket-BTC-5m-AI-Model-Trading-Bot-Logit-Space-Fusion-Probability-Engine","free":true,"listed":false,"github":"https://github.com/DiegoBermud65/Polymarket-BTC-5m-AI-Model-Trading-Bot-Logit-Space-Fusion-Probability-Engine","clone":"git clone https://github.com/DiegoBermud65/Polymarket-BTC-5m-AI-Model-Trading-Bot-Logit-Space-Fusion-Probability-Engine.git","description":"Polymarket BTC 5m AI Model Trading Bot – Logit-Space Fusion Probability Engine for Up/Down Prediction Market CLOB Trading. Open-source polymarket AI model trading bot with paper trading, calibration, and risk controls.","language":"TypeScript","stars":12,"topics":["algorithmic-trading","bitcoin","clob","nodejs","polymarket-ai-bot","polymarket-ai-trading-bot","polymarket-algo-trading","polymarket-automated-trading","polymarket-bot","polymarket-btc-5-minute-bot"],"license":"MIT","category":"trading","readme_excerpt":"Polymarket BTC 5m AI Model Trading Bot – Logit-Space Fusion Probability Engine for Up/Down Prediction Market CLOB Trading Production-oriented open-source polymarket AI model trading bot for BTC 5-minute Up/Down prediction markets. Estimates fair P(UP) with a logit-space fusion probability engine , compares it to live CLOB odds, and trades only when net edge exceeds fees, spread, and slippage. --- Why This Project? Most polymarket trading bot repos copy whale wallets or fire blind market orders. This project is different: the probability model is the core differentiator . It fuses volatility, momentum, and mean-reversion in logit space, calibrates with Platt scaling, and sizes with fractional Kelly — all behind strict risk gates. The developer has achieved decent paper-trading results with this engine and is actively looking for more profit through collaboration. If you're building or researching a polymarket AI model trading bot, I'd love to discuss — open an issue, PR, or reach out directly. --- Dashboard Preview PnL Overview Paper-trading session showing cumulative PnL curve, win rate, and trade distribution across BTC 5m markets. Calibration Analysis Reliability diagram, Brier score, and expected calibration error (ECE) — the metrics that matter more than raw win rate. Edge Detection Model vs market probability spread, net edge histogram, and real-time signal log. Performance Metrics Equity curve, Sharpe ratio, max drawdown, and trade history — full performance analytics. ","default_branch":null,"files":null,"tree":[],"storefront":"/r/DiegoBermud65","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/DiegoBermud65/Polymarket-BTC-5m-AI-Model-Trading-Bot-Logit-Space-Fusion-Probability-Engine/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."}