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Curated Collections

Distributed ML Systems

Platforms and frameworks for large-scale distributed machine learning that enable efficient execution of ML algorithms across computing clusters, optimizing for performance and scalability with big data.

The Linux Foundation

by The Linux Foundation

22 projects

Project
Contributors
Organizations
Software value
TensorFlow
47,426
6,207
$204M
Kubeflow
10,767
2,311
$441M
PaddlePaddle
9,417
489
$106M
Ray
9,040
1,534
$53M
PyTorch Lightning
7,467
1,507
$4.6M
Apache MXNet
6,178
850
$19M
XGBoost
5,945
838
$6.4M
Unsloth
3,970
527
$1.6M
LightGBM
3,183
492
$3.4M
Hugging Face Accelerate
2,838
530
$1.9M
Horovod
2,264
339
$2.8M
MindSpore
1,726
70
$122M
Metaflow
981
221
$4.8M
Compute Library
775
96
$44M
OneFlow
697
79
$18M
Apache SystemDS
590
42
$102M
Angel
483
53
$23M
DMLC-Core
418
101
$664K
FedML
402
57
$7.9M
CLAIMED
335
17
$4.7M
DLRover
245
34
$4.6M
CatBoost
0
0
$243M
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