Tzq2doc

FedMD

FedMD: Heterogenous Federated Learning via Model Distillation

fair_flearn

Fair Resource Allocation in Federated Learning (ICLR '20)

Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

FedMA

Code for Federated Learning with Matched Averaging, ICLR 2020.

FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

0xDeCA10B

Decentralized & Collaborative AI on Blockchain

2dshapley

This is an official repository for "2D-Shapley: A Framework for Fragmented Data Valuation" (ICML2023).

A-Unified-Game-Theoretic-Interpretation-of-Adversarial-Robustness

The official implementation of A Unified Game-Theoretic Interpretation of Adversarial Robustness.

Tzq2doc/opendataval

OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)

Tzq2doc/distributed_learning_simulator

For distributed machine learning

Tzq2doc/zjunet

Command Line Scripts for ZJU (VPN / WLAN / DNS)

Tzq2doc/Awesome-Dataset-Distillation

Awesome Dataset Distillation Papers

Tzq2doc/FL-bench

Benchmark of federated learning. Dedicated to the community. 🤗

Tzq2doc/PFLlib

Personalized federated learning simulation platform with non-IID and unbalanced dataset

Tzq2doc/convergence

Convergence Analysis of Sequential Federated Learning on Heterogeneous Data (NeurIPS 2023)

Tzq2doc/confidence_aware_PFL

Confidence-aware Personalized Federated Learning via Variational Expectation Maximization [Accepted at CVPR 2023]

Tzq2doc/Federated-Learning-in-PyTorch

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

Tzq2doc/CMeKG_tools_Version_3

Tzq2doc/DynamicPFL

nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy

Tzq2doc/CIMI

Tzq2doc/RHER

The official code for paper “Relay Hindsight Experience Replay: Self-Guided Continual Reinforcement Learning for Sequential Object Manipulation Tasks with Sparse Rewards”

Tzq2doc/efinance

efinance 是一个可以快速获取基金、股票、债券、期货数据的 Python 库，回测以及量化交易的好帮手！🚀🚀🚀

Tzq2doc/2dshapley

This is an official repository for "2D-Shapley: A Framework for Fragmented Data Valuation" (ICML2023).

Tzq2doc/SPACE

SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning

Tzq2doc/pyDVL

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

Tzq2doc/PartialOrdinalShapley

Official code for our paper "Data valuation: The partial ordinal Shapley value for machine learning"

Tzq2doc/pFedLA

PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning

Tzq2doc/tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Tzq2doc/SecSV

Tzq2doc/Federated-Learning-with-Differential-Privacy

Implementation of dp-based federated learning framework using PyTorch

Tzq2doc/GradMA

GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting

Tzq2doc/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

Tzq2doc/FedCor

Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning

Tzq2doc/valda

A Python Data Valuation Package

Tzq2doc/CG_score

Data Valuation without Training of a Model, submitted to ICLR'23

Tzq2doc/Federated-Learning-with-Local-Differential-Privacy

Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.

Tzq2doc/FLAME

Tzq2doc/FedEM

Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)