Repository Index

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch

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

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

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

FinRL-X: An AI-Native Modular Infrastructure for Quantitative Trading

• deep-reinforcement-learning
• stock-trading
• a2c-algorithm
• ppo

Tensorforce: a TensorFlow library for applied reinforcement learning

• reinforcement-learning
• tensorflow
• deep-reinforcement-learning
• tensorflow-library

An offline deep reinforcement learning library

• deep-reinforcement-learning
• deep-learning
• pytorch
• offline-rl

Scalable, event-driven, deep-learning-friendly backtesting library

• reinforcement-learning
• deep-reinforcement-learning
• gym-environment
• openai-gym

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

• self-driving-car
• tensorflow
• reinforcement-learning
• unreal-engine

ROS package for dynamic obstacle avoidance for ground robots trained with deep RL

• tensorflow
• ros
• deep-reinforcement-learning
• collision-avoidance

An OpenAI gym wrapper for CARLA simulator

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

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

• keras-rl
• deep-reinforcement-learning
• trading
• keras

Generative models for transcriptomic-driven or protein-driven molecular design (PaccMann^RL).

• deep-reinforcement-learning
• generative-model
• vae
• molecule-generation