Fedtorch
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Horovod | 13,921 |  | 20 | 16 | 20 days ago | 77 | June 12, 2023 | 372 | other | Python |
| Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | ||||||||||
| Mpi Operator | 373 | 16 | 3 months ago | 30 | March 08, 2022 | 89 | apache-2.0 | Go | ||
| Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.) | ||||||||||
| Bluefog | 282 | a year ago | 10 | May 15, 2021 | 29 | apache-2.0 | Python | |||
| Distributed and decentralized training framework for PyTorch over graph | ||||||||||
| Heat | 169 | 3 | 3 months ago | 20 | November 23, 2023 | 150 | mit | Python | ||
| Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python | ||||||||||
| Ucc | 155 | 3 months ago | 49 | bsd-3-clause | C | |||||
| Unified Collective Communication Library | ||||||||||
| Mloperator | 89 | 3 months ago | apache-2.0 | Go | ||||||
| Machine Learning Operator & Controller for Kubernetes | ||||||||||
| Margipose | 87 | 2 years ago | 1 | apache-2.0 | Python | |||||
| 3D monocular human pose estimation | ||||||||||
| Polyaxon Examples | 65 | a year ago | 5 | apache-2.0 | Python | |||||
| Code for tutorials and examples | ||||||||||
| User_codes | 60 | 3 months ago | 10 | Jupyter Notebook | ||||||
| Parle | 38 | 6 years ago | Python | |||||||
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Python
Pytorch
Mpi