Beast code in Giters

Constantin Philippenko's starred repositories

RLtuto

A short RL tutorial for an engineering audience

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FLamby

Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.

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PyTorch_CIFAR10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

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pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

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fashion-mnist

Zalando's MNIST replacement.

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fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

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cifar-10-cnn

Play deep learning with CIFAR datasets

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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leaf

Leaf: A Benchmark for Federated Settings

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NIID-Bench

Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

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pytorch-cifar

95.47% on CIFAR10 with PyTorch

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Compressed_SGD_PyTorch

Implementation of Compressed SGD with Compressed Gradients in Pytorch

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