superkevingit

CapstoneProject-ASRAttack

FederatedGPT-Shepherd

Shepherd: A foundational framework enabling federated instruction tuning for large language models

FedRA

lex-glue

LexGLUE: A Benchmark Dataset for Legal Language Understanding in English

NIID-Bench

Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

RoSA

PEViT

Official implementation of AAAI 2023 paper "Parameter-efficient Model Adaptation for Vision Transformers"

Classification-of-Tabular-Data-with-RandomForests

Project for CS_6364 Machine Learning

tabular-dl-tabr

The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"

rtdl

Research on Tabular Deep Learning: Papers & Packages

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

SFL-Structural-Federated-Learning

IJCAI-Personalized Federated Learning with Graph

NTIRE2024_ESR

Solution of the NTIRE 2024 Challenge on Efficient Super-Resolution

SAFMN

[ICCV 2023] Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution; runner-up method for the model complexity track in NTIRE2023 Efficient SR challenge

FedStar

[AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing

reproducibleFedGNN

Investigating the reproducibility of federated GNN models

FeDepth

Implementation of [Memory-adaptive Depth-wise Heterogenous Federated Learning]

LaMini-LM

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions

Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

PFL

Official implementation for paper "No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation", ICML 2023

Federated-Recommendation-Neural-Collaborative-Filtering

Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federate this recommendation system.

fl-text-models

Federated learning with text DNNs for DATA 591 at University of Washington.

flower

Flower: A Friendly Federated Learning Framework

SplitFed-When-Federated-Learning-Meets-Split-Learning

Releasing the source code Version1.

mlc-llm

Universal LLM Deployment Engine with ML Compilation

FedAdapt

Adaptive Offloading of Federated Learning on IoT Devices

FedAudio

[ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks

YouTube-GDD

YouTube-GDD: A challenging gun detection dataset with rich contextual information

Federated-and-Split-Learning-on-Edge

This is the official implementation of Federated and Split Learning on multiple Raspberry Pi's. It is the demonstration of training the data on edge devices without having threat to security issues.

FedAECS

Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing