Pinned Repositories
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.
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.
FedMD
FedMD: Heterogenous Federated Learning via Model Distillation
FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
Tzq2doc's Repositories
Tzq2doc/pymarl
Python Multi-Agent Reinforcement Learning framework
Tzq2doc/multiagent-particle-envs
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
Tzq2doc/DGN
DGN Code
Tzq2doc/neuronshapley-1
Code for "Neuron Shapley: Discovering the Responsible Neurons"
Tzq2doc/ccf-deadlines
⏰ CCF recommendation conference Deadline Countdowns / Please star this project, thanks~
Tzq2doc/pysc2
StarCraft II Learning Environment
Tzq2doc/FedNAS
FedNAS: Federated Deep Learning via Neural Architecture Search
Tzq2doc/CRFL
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)
Tzq2doc/flPapers
Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary
Tzq2doc/MOON
Model-Contrastive Federated Learning (CVPR 2021)
Tzq2doc/FedScale
FedScale: Benchmarking Model and System Performance of Federated Learning
Tzq2doc/FedNLP
FedNLP: A Research Platform for Federated Learning in Natural Language Processing
Tzq2doc/backdoors101
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
Tzq2doc/awesome-federated-learning-1
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Tzq2doc/Semi-supervised-Federated-Learning-with-non-IID-Data-Algorithm-and-System-Design
GlobeCom21: Semi-supervised Federated Learning with non-IID Data: Algorithm and System Design
Tzq2doc/Ditto-1
Tzq2doc/AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Tzq2doc/lie-transformer
LieTransformer: Equivariant Self-Attention for Lie Groups
Tzq2doc/simplicial-fl
Simplicial-FL to manage client device heterogeneity in Federated Learning
Tzq2doc/StarCraft
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
Tzq2doc/pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
Tzq2doc/FedMAX
Source code for ECML-PKDD (2020) paper: FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning
Tzq2doc/MultiRobustness
Code for the paper "Adversarial Training and Robustness for Multiple Perturbations", NeurIPS 2019
Tzq2doc/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
Tzq2doc/shapley-regression
For calculating Shapley values via linear regression.
Tzq2doc/FedMD_clean
FedMD: Heterogenous Federated Learning via Model Distillation
Tzq2doc/Addressing-Class-Imbalance-FL
This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).
Tzq2doc/Reinforcement-Implementation
Implementation of benchmark RL algorithms
Tzq2doc/DEHB
Tzq2doc/shapley
A data-driven approach to quantify the value of classifiers in a machine learning ensemble.