Pinned

1. Federated-Learning-in-PyTorch Federated-Learning-in-PyTorch Public

   Handy PyTorch implementation of Federated Learning (for your painless research)

   Python 370 86

2. SuPerFed SuPerFed Public

   (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)

   Python 26 4

3. Algorithms-for-Optimization-Python Algorithms-for-Optimization-Python Public

   Unofficial implementation in Python porting of the book "Algorithms for Optimization" (2019) MIT Press by By Mykel J. Kochenderfer and Tim A. Wheeler

   Jupyter Notebook 43 5

4. Federated-Learning-with-Flower Federated-Learning-with-Flower Public

   Simple simulation of federated learning (FedAvg) using Flower framework

   Python 17 2

5. Model-Agnostic-Meta-Learning-PyTorch Model-Agnostic-Meta-Learning-PyTorch Public

   Model Agnostic Meta Learning (Finn et al., 2017; MAML) implemented in PyTorch

   Python 3

6. Prototypical-Networks-PyTorch Prototypical-Networks-PyTorch Public

   Prototypical Networks (Snell et al., 2017; ProtoNet) implemented in PyTorch

   Python 7