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A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

  • ai
  • fairness-ai
  • fairness
  • fairness-testing

Read and analyze SEC EDGAR filings in Python. 10-K, 8-K, XBRL financials, Form 3/4/5, 13F, ADV — clean API, well-typed, MIT-licensed.

  • 10-k
  • 10-q
  • balance-sheet
  • edgar

Clean PyTorch implementations of imitation and reward learning algorithms

  • reward-learning
  • inverse-reinforcement-learning
  • imitation-learning
  • gymnasium

:trophy: Show some love to your contributors! A widget for your repo README. Visual and clean. Refreshes every hour.

  • readme
  • contributors
  • readme-badges
  • social-buttons

Modular file scanning/analysis framework

  • python
  • analytic-machines
  • analysis-framework
  • python-script

An OpenAI gym wrapper for CARLA simulator

  • carla-simulator
  • autonomous-driving
  • deep-reinforcement-learning
  • imitation-learning

Oracle3: open-source trading engine and MCP server for prediction markets. Finds fee-adjusted no-arbitrage violations across related event contracts and trades them live on Kalshi, Polymarket and Solana, or on paper, under pre-trade risk limits. 13 MCP tools, JSON CLI, agent skills, 600+ tests.