idyllic990920's repositories
Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
Factor-Transfer-pytorch
Paraphrasing Complex Network: Network Compression via Factor Transfer Code (NeurIPS 2018)
Federated-Learning-PyTorch
PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are provided
FFL-pytorch
Feature Fusion for Online Mutual Knowledge Distillation Code
Kernel-Principal-Component-Analysis-KPCA
KPCA for dimensionality reduction, feature extraction , fault detection, and fault diagnosis
PFL-Non-IID
Personalized federated learning simulation platform with non-IID and unbalanced dataset
pt-sdae
PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
PyTorch-Tutorial
Build your neural network easy and fast
SDAE
Stacked Denoising AutoEncoder
Transferable-Adversarial-Training
Code release for Transferable Adversarial Training: A General Approach to Adapting Deep Classifiers (ICML2019)
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习