Top PREDICTION GitHub Repositories & Tools (2026)

Statsmodels: statistical modeling and econometrics in Python

Python Toolkit for Causal and Probabilistic Reasoning

🤖 A Python library for learning and evaluating knowledge graph embeddings

Resumable Polymarket indexer: CLOB market metadata plus on-chain trades from Polygon, in one DuckDB file you can query with SQL

Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

C++23 client for Kalshi's Predictions API. Created from Kalshi's OpenAPI and AsyncAPI specs, it covers every REST operation and WebSocket channel. The WebSocket client reconnects and resubscribes. Optional transports add retries and rate limiting.

Polymarket trading bot for prediction markets — browse CLOB markets, watch the order book in the terminal, run edge detection, liquidity provision and cross-market arbitrage strategies with paper trading and risk limits. Educational open-source toolkit — not financial advice. Unofficial community project, not affiliated with Polymarket.

C++23 client for NOAA Storm Prediction Center convective and fire-weather outlooks, mesoscale discussions, watches, and storm reports.

FOSS Minecraft: Bedrock Edition predictive anticheat

Open Football football simulation engine (like Football Manager) written in pure Rust