kelenlv

tomqingo.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

FML

bagua

Bagua is a flexible and performant distributed training algorithm development framework.

PFL

federated-learning-public-code

FedGen

Code and data accompanying the FedGen paper

DKPCA-ADMM

A Decentralized Algorithm for Kernel Principal Component Analysis

FedML

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

ditto

Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)

awesome-split-learning

A curated repository for various papers in the domain of split learning.

Phishing-Dataset

Phishing dataset with more than 88,000 instances and 111 features. Web application available at. https://gregavrbancic.github.io/Phishing-Dataset/

Federated-Mutual-Learning

pFedHN

Official code implementation for "Personalized Federated Learning using Hypernetworks"

Federated-Learning-and-Split-Learning-with-raspberry-pi

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

Recorder

html5 js 录音 mp3 wav ogg webm amr 格式，支持pc和Android、ios部分浏览器、和Hybrid App（提供Android IOS App源码），微信也是支持的，提供H5版语音通话聊天示例 和DTMF编解码

darts

Differentiable architecture search for convolutional and recurrent networks

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

LG-FedAvg

[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations

fma

FMA: A Dataset For Music Analysis

Fed-CS

Template-

Awesome-Federated-Learning-1

Federated Learning Library: https://fedml.ai

FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

FedNAS

FedNAS: Federated Deep Learning via Neural Architecture Search

DINO

Distributed Newton-Type Optimization Method

hqadmm_rota

Half Quadratic Alternating Direction Method of Multipliers for Robust Orthogonal Tensor Approximation

key-book

key-book

academic-kickstart

simpleNN

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book