{"repo":"DiegoBermud65/polymarket-trading-bot-ai-model-btc-up-down-sentinel-pulse-lightgbm-clob-autobot","free":true,"listed":false,"github":"https://github.com/DiegoBermud65/polymarket-trading-bot-ai-model-btc-up-down-sentinel-pulse-lightgbm-clob-autobot","clone":"git clone https://github.com/DiegoBermud65/polymarket-trading-bot-ai-model-btc-up-down-sentinel-pulse-lightgbm-clob-autobot.git","description":"Polymarket AI model trading bot for BTC Up/Down 5m 15m 1h prediction markets. Dual LightGBM Sentinel + Pulse architecture with CLOB execution, edge detection, Kelly sizing, paper & live modes.","language":"Python","stars":12,"topics":["algorithmic-trading","automated-trading","btc-trading-bot","crypto-prediction-markets","lightgbm","machine-learning","open-source-trading-bot","polymarket-ai-trading-bot","polymarket-api","polymarket-bot"],"license":"MIT","category":"trading","readme_excerpt":"Polymarket Trading Bot – AI Model Trading Bot for BTC Up/Down 5m 15m 1h Crypto Prediction Markets (Sentinel + Pulse Dual LightGBM CLOB Autobot) Open-source polymarket AI trading bot with dual LightGBM models, CLOB execution, edge detection, and production-grade risk controls. Built for BTC Up/Down 5m · 15m · 1h recurring prediction markets on Polymarket. Quick Start · Dashboards · Strategy · Architecture · Live Trading · Tutorial --- Why This Project Exists I built this polymarket trading bot because recurring BTC Up/Down markets on Polymarket reward disciplined probability estimation—not gut feel. After months of iteration on the Sentinel + Pulse dual-model design, I've achieved decent paper-trading results across BTC 5m, 15m, and 1h profiles. The edge is real but modest; I'm actively pushing for more profit and would love to discuss strategies, features, and execution improvements with anyone exploring prediction market automation. Let's connect. Open an issue, start a discussion, or fork the repo and share what you find. I'm especially interested in calibration techniques, CLOB microstructure features, and live deployment feedback. --- Key Features Feature Description --------- ------------- Dual LightGBM Models Sentinel (pre-bar causal) + Pulse (late-window intrabar) Fusion Layer Weighted ensemble with agreement gates and confidence thresholds Edge Detection Trades only when \\ P model − P market\\ exceeds fees + spread + slippage CLOB Integration Polymarket CLOB REST + Web","default_branch":null,"files":null,"tree":[],"storefront":"/r/DiegoBermud65","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/DiegoBermud65/polymarket-trading-bot-ai-model-btc-up-down-sentinel-pulse-lightgbm-clob-autobot/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."}