SuperYHT's starred repositories
Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
NIID-Bench
Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
distributed_learning_simulator
For distributed machine learning
DataShapley
Data Shapley: Equitable Valuation of Data for Machine Learning
awesome-shapley-value
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
clustered-federated-learning
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
algorithmbasic2020
算法和数据结构体系学习班
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
mtt-distillation
Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
Machine_Learning_Resources
:fish::fish::fish: 机器学习面试复习资源
Self-Balancing-Federated-Learning
Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"
Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
PrivacyPapers
Collection of research papers about privacy (or attacks).
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。