Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Ray	29,596	80	363	3 months ago	95	December 04, 2023	3,528	apache-2.0	Python
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Polyaxon	3,438	4	12	3 months ago	418	December 09, 2023	122	apache-2.0
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
Malib	440			4 months ago			5	mit	Python
A parallel framework for population-based multi-agent reinforcement learning.
Torch Discounted Cumsum	44			3 years ago	4	August 28, 2021	1	other	Python
Fast Discounted Cumulative Sums in PyTorch
Paac.pytorch	21			6 years ago			2		Python
Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862
Kuka_rl	20			4 years ago			1	apache-2.0	Jupyter Notebook
Reinforcement Learning Experiments using PyBullet
Retrowrapper	14	1		5 years ago	4	December 22, 2018	1	mit	Python
Wrapper for OpenAI Retro envs for parallel execution
Paac Pytorch	5			6 years ago				mit	Python
PyTorch implementation of PAAC from "Efficient Parallel Methods for Deep Reinforcement Learning"
P3s	5			4 years ago				other	Python
Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning

Alternatives To Malib

Select To Compare

Ray ⭐ 29,596

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

dependent packages 363total releases 95most recent commit 3 months ago

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

dependent packages 12total releases 418most recent commit 3 months ago

Malib ⭐ 440

A parallel framework for population-based multi-agent reinforcement learning.

most recent commit 4 months ago

Torch Discounted Cumsum ⭐ 44

Fast Discounted Cumulative Sums in PyTorch

total releases 4most recent commit 3 years ago

Paac.pytorch ⭐ 21

Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862

most recent commit 6 years ago

Kuka_rl ⭐ 20

Reinforcement Learning Experiments using PyBullet

most recent commit 4 years ago

Retrowrapper ⭐ 14

Wrapper for OpenAI Retro envs for parallel execution

total releases 4most recent commit 5 years ago

Paac Pytorch ⭐ 5

PyTorch implementation of PAAC from "Efficient Parallel Methods for Deep Reinforcement Learning"

most recent commit 6 years ago

P3s ⭐ 5

Implementation of Population-Guided Parallel Policy Search for Reinforcement Learning

most recent commit 4 years ago

Suggest An Alternative To malib

Alternative Project Comparisons

Malib vs Ray

Malib vs Polyaxon

Malib vs Torch Discounted Cumsum

Malib vs Paac.pytorch

Malib vs Kuka_rl

Malib vs Retrowrapper

Malib vs Paac Pytorch

Malib vs P3s

Popular Parallel Projects

Tqdm ⭐ 26,694

:zap: A Fast, Extensible Progress Bar for Python and CLI

dependent packages 15,455total releases 135latest release August 10, 2023most recent commit 4 months ago

Lightgbm ⭐ 15,999

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

dependent packages 574total releases 34latest release September 12, 2023most recent commit 13 days ago

Workflow ⭐ 12,038

C++ Parallel Computing and Asynchronous Networking Framework

most recent commit 3 months ago

Razzle ⭐ 11,092

✨ Create server-rendered universal JavaScript applications with no configuration

dependent packages 104total releases 225latest release October 25, 2022most recent commit a year ago

Rayon ⭐ 9,757

Rayon: A data parallelism library for Rust

dependent packages 3,091total releases 35latest release September 20, 2023most recent commit 3 months ago

Popular Reinforcement Learning Projects

Cs Video Courses ⭐ 62,887

List of Computer Science courses with video lectures.

most recent commit 3 months ago

Annotated_deep_learning_paper_implementations ⭐ 41,877

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

dependent packages 2total releases 79latest release November 05, 2023most recent commit 3 months ago

Applied Ml ⭐ 24,828

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

most recent commit 6 months ago

D2l En ⭐ 20,613

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

total releases 2latest release November 13, 2022most recent commit 3 months ago

Ml Agents ⭐ 15,707

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

dependent packages 17total releases 46latest release October 09, 2023most recent commit 5 months ago

Popular Control Flow Categories