Repository Index

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

• machine-learning
• experiment-track
• deep-learning
• keras

An elegant PyTorch deep reinforcement learning library.

• pytorch
• policy-gradient
• dqn
• double-dqn

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!

• llms
• lora
• reinforcement-learning
• agent

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

• wandb
• reinforcement-learning
• pytorch
• python

An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL)

• transformers
• vllm
• large-language-models
• raylib

SANA & Sol: Efficient Generative Models and Full-Stack Training & Inference Engines for Image, Video, and World Modeling

• diffusion
• dit
• pytorch
• sana

TranslatedSimple Reinforcement learning tutorials, 莫烦Python (Mofan Python, "don't be annoyed Python") Chinese AI teaching

• reinforcement-learning
• tutorial
• q-learning
• sarsa

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

• dpo
• fine-tuning
• inference
• llama

(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

• ai
• deep-reinforcement-learning
• wpa-psk
• handshakes

A collection of machine learning examples and tutorials.

• deep-learning
• machine-learning
• reinforcement-learning
• python

StarCraft II Learning Environment

• reinforcement-learning
• machine-learning
• starcraft-ii
• starcraft-ii-replays

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

• artificial-intelligence
• attention-mechanisms
• deep-learning
• reinforcement-learning

Infrastructure for continually self‑improving agents

• agent-infrastructure
• ai-agents
• continual-learning
• inference

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

• tensorlayer
• deep-learning
• tensorflow
• neural-network

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

• deep-learning
• deep-reinforcement-learning
• game

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

• agent-framework
• ai-agents
• ai-safety
• compliance

Bjorn is a powerful network scanning and offensive security tool for the Raspberry Pi with a 2.13-inch e-Paper HAT. It discovers network targets, identifies open ports, exposed services, and potential vulnerabilities. Bjorn can perform brute force attacks, file stealing, host zombification, and supports custom attack scripts.

• automated-pentesting
• bruteforce
• cybersecurity
• e-paper

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

• tensorflow
• deep-learning
• reinforcement-learning
• neural-networks

Solve Visual Understanding with Reinforced VLMs

• deepseek-r1
• grpo
• llm
• multimodal

PyTorch implementations of deep reinforcement learning algorithms and environments

Democratizing Reinforcement Learning for LLMs

• agent-framework
• agentic-workflow
• distributed-training
• llm-training

The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

• llm
• llm-reasoning
• machine-learning-systems
• mlsys

Automated Penetration Testing Framework - Open-Source Vulnerability Scanner - Vulnerability Management

• python
• penetration-testing
• penetration-testing-framework
• owasp