Pinned

1. Federated-Learning Federated-Learning Public

   Implementation of Federated Learning algorithms such as FedAvg, FedAvgM, SCAFFOLD, FedOpt, Mime using PyTorch.

   Python 8 1

2. VICReg VICReg Public

   JAX/Flax implementation of "VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning". ICLR 2022. https://arxiv.org/abs/2105.04906

   Jupyter Notebook 5

3. SimCLR SimCLR Public

   PyTorch Implementation of "A Simple Framework for Contrastive Learning of Visual Representations". https://arxiv.org/pdf/2002.05709.pdf

   Jupyter Notebook 3 1

4. PyTorch-GAN PyTorch-GAN Public

   PyTorch implementations of Generative Adversarial Networks.

   Python 2

5. Minimal-DeepRL Minimal-DeepRL Public

   PyTorch implementation of core DeepRL algorithms

   Python

6. High-Variance-in-Policy-gradients High-Variance-in-Policy-gradients Public

   Code for the experiments mentioned in my blog

   Python