xz259

xz259's Stars

• zju-vipa/Odyssey

  Odyssey: Empowering Minecraft Agents with Open-World Skills

  Language:JavaScript27817

• ShishirPatil/gorilla

  Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

  Language:Python11.6k1k

• facebookresearch/faiss

  A library for efficient similarity search and clustering of dense vectors.

  Language:C++32.1k3.7k

• ctgk/PRML

  PRML algorithms implemented in Python

  Language:Jupyter Notebook11.5k3.3k

• gerdm/prml

  Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

  Language:Jupyter Notebook2.2k498

• ros2/ros2

  The Robot Operating System, is a meta operating system for robots.

  3.7k685

• mantasu/cs231n

  Shortest solutions for CS231n 2021-2024

  Language:Jupyter Notebook27463

• cs231n/cs231n.github.io

  Public facing notes page

  Language:Jupyter Notebook10.3k4.1k

• vwxyzjn/cleanrl

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

  Language:Python6k675

• MrSyee/pg-is-all-you-need

  Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

  Language:Jupyter Notebook875120

• DLR-RM/rl-baselines3-zoo

  A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

  Language:Python2.2k524

• Kaixhin/Rainbow

  Rainbow: Combining Improvements in Deep Reinforcement Learning

  Language:Python1.6k286

• Farama-Foundation/Gymnasium-Robotics

  A collection of robotics simulation environments for reinforcement learning

  Language:Python59393

• Farama-Foundation/Gymnasium

  An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

  Language:Python7.7k866

• mimoralea/gdrl

  Grokking Deep Reinforcement Learning

  Language:Jupyter Notebook832237

• DLR-RM/stable-baselines3

  PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

  Language:Python9.4k1.7k

• kuleshov-group/aml-book

  Language:Jupyter Notebook5624

• katerakelly/oyster

  Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

  Language:Python477125

• MarcoMeter/endless-memory-gym

  Challenging Memory-based Deep Reinforcement Learning Agents

  Language:Python912

• ReactiveBayes/RxInfer.jl

  Julia package for automated Bayesian inference on a factor graph with reactive message passing

  Language:Jupyter Notebook28525

• zdhNarsil/Awesome-GFlowNets

  A curated list of resources about generative flow networks (GFlowNets).

  42827

• infer-actively/pymdp

  A Python implementation of active inference for Markov Decision Processes

  Language:Python484100

• Farama-Foundation/Minigrid

  Simple and easily configurable grid world environments for reinforcement learning

  Language:Python2.1k614

• ftraeuble/experiments_discrete_key_value_bottleneck

  Discrete Key-Value Bottleneck, ICML 2023

  Language:Jupyter Notebook22

• recursionpharma/gflownet

  GFlowNet library specialized for graph & molecular data

  Language:Python22143

• GFNOrg/gflownet

  Generative Flow Networks

  Language:Python61377

• marc-rigter/polygrad-world-models

  Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024

  Language:Python612

• cupy/cupy

  NumPy & SciPy for GPU

  Language:Python9.6k862

• enajx/HebbianMetaLearning

  Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

  Language:Python13022

• marc-rigter/waker

  Official code for "Reward-Free Curricula for Training Robust World Models", ICLR 2024.

  Language:Python272