Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Catalyst | 3,151 | 19 | 19 | 10 months ago | 108 | April 29, 2022 | 6 | apache-2.0 | Python | |
Accelerated deep learning R&D | ||||||||||
Rl | 1,658 | 5 | 3 months ago | 42 | October 25, 2023 | 187 | mit | Python | ||
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning. | ||||||||||
Pfllib | 1,147 | 9 days ago | 7 | gpl-2.0 | Python | |||||
We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study | ||||||||||
Federated Learning Pytorch | 902 | a year ago | 25 | mit | Python | |||||
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data | ||||||||||
Bagua | 842 | 1 | 10 months ago | 16 | November 17, 2022 | 62 | mit | Python | ||
Bagua Speeds up PyTorch | ||||||||||
Easyfl | 395 | 3 months ago | 17 | apache-2.0 | Jupyter Notebook | |||||
An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223). | ||||||||||
Mpi Operator | 373 | 16 | 4 months ago | 30 | March 08, 2022 | 89 | apache-2.0 | Go | ||
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.) | ||||||||||
Persia | 369 | 4 months ago | 174 | July 15, 2022 | 5 | mit | Rust | |||
High performance distributed framework for training deep learning recommendation models based on PyTorch. | ||||||||||
Sparktorch | 297 | a year ago | 11 | December 07, 2019 | 12 | mit | Python | |||
Train and run Pytorch models on Apache Spark. | ||||||||||
Bluefog | 282 | a year ago | 10 | May 15, 2021 | 29 | apache-2.0 | Python | |||
Distributed and decentralized training framework for PyTorch over graph |