{"repo":"rustyneuron01/Polymarket-Sports-Trading-Bot","free":true,"listed":false,"github":"https://github.com/rustyneuron01/Polymarket-Sports-Trading-Bot","clone":"git clone https://github.com/rustyneuron01/Polymarket-Sports-Trading-Bot.git","description":"Predict game results with ML models trained on historical data; trade on Polymarket Sports(NHL, NBA, Tennis etc). Data → train → predict → trade.","language":"Python","stars":132,"topics":["ai","bot","football","machine-learning","nba","nhl","polymarket","polymarket-sports-bot","soccer","sports"],"license":null,"category":"machine-learning","readme_excerpt":"Polymarket Sports Trading We predict game results using models trained on historical data , then trade on Polymarket (NHL, NBA, Tennis, etc.) based on those predictions. Main idea: Collect game data (outcomes, scores, in-game prices) → train models on that data → use the trained models to predict game outcomes and price moves → trade when our predictions disagree with the market. Current implementation: NHL (Polymarket + ESPN). The same flow—data → train → predict → trade—extends to other sports by adding sport-specific data and market discovery. --- How It Works 1. Data — We gather historical game data: who won, scores, period/clock, and Polymarket token prices over time. This is the training set. 2. Training — We train ML models on that data: a pre-game model predicts who wins (P(home wins)); an in-game model predicts reward (will price go up if we buy now?) or min/max price in a window. 3. Prediction — At prediction time we feed current game state (and prices) into the trained models and get probabilities or price targets. 4. Trading — We compare our predictions to Polymarket’s prices and trade when there is enough edge (pre-game), or when the in-game model signals buy low / sell high. So: all trading is driven by predictions from models that were trained on that same kind of data. --- What This Project Does Mode Description ------------ -----------------------------------------------------------------------------------------------------------------------------------------","default_branch":null,"files":null,"tree":[],"storefront":"/r/rustyneuron01","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rustyneuron01/Polymarket-Sports-Trading-Bot/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."}