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liangtengwen's Projects

fate icon fate

An Industrial Grade Federated Learning Framework

fccl icon fccl

TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and Be Yourself in Heterogeneous Federated Learning

fcil icon fcil

This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.

fedml icon fedml

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

fedspace icon fedspace

PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Workshop on Federated Learning for Computer Vision (FedVision).

fedweit icon fedweit

This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer

gradma icon gradma

GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting

htfl icon htfl

You only need to configure one file to support model heterogeneity scenarios.

miniob-2023-pub icon miniob-2023-pub

MiniOB is a compact database that assists developers in understanding the fundamental workings of a database.

mit6.s081-2020-labs icon mit6.s081-2020-labs

MIT6.S081实验官方纯净源代码以及我为此制作的开箱即用的实验环境(部署后即可以用web端的Vscode进行实验),转载于MIT官方仓库git clone git://g.csail.mit.edu/xv6-labs-2020,由于GitHub上没有放出2020版本的MIT6.S081的实验源代码仓库,故在此转载一下,方便大家Fork,也方便我自己使用

oceanbase-2023 icon oceanbase-2023

OceanBase is an enterprise distributed relational database with high availability, high performance, horizontal scalability, and compatibility with SQL standards.

pfllib icon pfllib

Personalized federated learning simulation platform with non-IID and unbalanced dataset

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