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Simple, unified interface to multiple Generative AI providers

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

Logstash - transport and process your logs, events, or other data

A multi-voice TTS system trained with an emphasis on quality

Python version of the Playwright testing and automation library.

SciPy library main repository

Unified framework for building enterprise RAG pipelines with small, specialized models

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, ...) (AAAI 2025).

A computer algebra system written in pure Python

Video editing with Python

Pyodide is a Python distribution for the browser and Node.js based on WebAssembly

Image augmentation for machine learning experiments.

FauxPilot - an open-source alternative to GitHub Copilot server

Proxy server to bypass Cloudflare protection

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.

NLTK Source

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

Structured Outputs

The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

A toolkit for making real world machine learning and data analysis applications in C++

A very simple framework for state-of-the-art Natural Language Processing (NLP)

The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

Universal File Online Preview Project based on Spring-Boot

Clone of the Age of Empires II engine 🚀

WebGL2 powered visualization framework

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...