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autogpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-2022-federated-learning

联邦学习

awesome-federated-learning

Federated Learning Library: https://fedml.ai

awesome-gaze-estimation

Awesome Curated List of Eye Gaze Estimation Paper

awesome-graph-neural-networks

Paper Lists for Graph Neural Networks

awesome-zero-shot-learning

Latest progresses (papers & datasets) of zero-shot learning.

awesome_federated_learning_fan

ce-gzsl

Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning

clip_fedzsl

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

clip_imgbeddings

Python package to generate image embeddings with CLIP without PyTorch/TensorFlow

cvpr20_dazle

W2V ZSL

cyclegan_vhl

ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning

data-free-adversarial-distillation

Code and pretrained models for paper: Data-Free Adversarial Distillation

deepinversion

Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)

differential-privacy-for-heterogeneous-federated-learning

dpwgan

Differentially-private Wasserstein GAN implementation in PyTorch

f-clswgan_pytorch

feature-generating-networks

Zero Shot Learning with Feature Generating Networks

federated_learning_pytorch

Simplified implementation of federated learning in PyTorch

fedgen

Code and data accompanying the FedGen paper

fedma

Code for Federated Learning with Matched Averaging, ICLR 2020.

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)

fedrep

Dataset contain CIFAR10/100

fedshare_20220915

PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.

generative-adversarial-networks-computer-vision

This model generate images and Discrement them on the basis of real images, gives surprising results, can apply arithmatic operations on generated images.

graph_clustering_fl

This repository is the implementation of Federated Graph Classification over Non-IID Graphs.

grouprox

FedGroup, A Clustered Federated Learning framework based on Tensorflow

heygenclone

iterative-federated-clustering-algorithm

Codebase for An Efficient Framework for Clustered Federated Learning.

iterativemachineteaching

Projet de l'UE OPT6 (Apprentissage Avancé M2AIC 2018/19) sur l'article Iterative Machine Teaching