BAMBOOYEE

faiss

A library for efficient similarity search and clustering of dense vectors.

ucasthesis

LaTeX Thesis Template for the University of Chinese Academy of Sciences

leaf

Leaf: A Benchmark for Federated Settings

pFedMe

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

FedNova

PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.

ifca

Codebase for An Efficient Framework for Clustered Federated Learning.

FedLab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

Sub-FedAvg

Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity

pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

Addressing-Class-Imbalance-FL

This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).

GFL

Galaxy Federated Learning Framework （星际联邦学习框架）

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

Federated_Learning_Exploration

Everything about federated learning. Your contribution is highly valued!

CDW_FedAvg

The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

interview

📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

python_data_structures_and_algorithms

Python 中文数据结构和算法教程

federated_shap

Code for paper "Interpret Federated Learning with Shapley Values"

best-resume-ever

:necktie: :briefcase: Build fast :rocket: and easy multiple beautiful resumes and create your best CV ever! Made with Vue and LESS.

cpl

An interpreter of Hagino's Categorical Programming Language (CPL).

Vertical-Federated-Learning

VFL_paper_list

vertical federated learning paper lists

PyVertical

Privacy Preserving Vertical Federated Learning

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

Deep-Learning-Interview-Book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

SUMO-Environment

一个单路口交通信号灯控制的SUMO环境demo

LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

TwoStreamFederatedLearning

The implementation of "Two-Stream Federated Learning: Reduce the Communication Costs" (VCIP 2018)

dts

A Keras library for multi-step time-series forecasting.

Advanced-Machine-Learning---Notebooks