large-scale-learning topic

List large-scale-learning repositories

falkon

175
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19
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Large-scale, multi-GPU capable, kernel solver

pytorch-gradual-warmup-lr

966
Stars
126
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Gradually-Warmup Learning Rate Scheduler for PyTorch

FedProx

601
Stars
155
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Federated Optimization in Heterogeneous Networks (MLSys '20)

RSOpt

59
Stars
22
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Riemannian stochastic optimization algorithms: Version 1.0.3

clean-net

88
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28
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Tensorflow source code for "CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise" (CVPR 2018)

irim_fastMRI

27
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8
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i-RIM applied to the fastMRI challenge data.

AE-WTN

29
Stars
8
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Scaling Object Detection by Transferring Classification Weights

large-scale-pretraining-transfer

19
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4
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Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical...