Open source проекты по теме «machine-learning»

A C# program that generates bitmaps and tilemaps locally similar to a single input example, using the Wave Function Collapse algorithm.

Unity ML-Agents Toolkit lets Unity games and simulations serve as environments for training AI agents with reinforcement and imitation learning.

Self-hosted web app that transcribes YouTube videos and local audio/video files with OpenAI Whisper, running on your own machine.

A short introductory book on reinforcement learning, with PyTorch implementations of the algorithms it covers from MC to PPO.

A learn-by-building ML course: a from-scratch NumPy deep learning framework (CLI) plus 350+ browser-based coding questions.

A curated Markdown knowledge base of 923 ML papers, lectures and articles, plus a small NumPy-only custom classifier and regressor called APRL.