autoencoder-fl

autoencoders-using-pytorch

cafl-rl

chest-xray-code

this code handles the kaggle test chest xray

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

cogdl

CogDL: An Extensive Toolkit for Deep Learning on Graphs (Graph Neural Networks, GNN)

compression-aided-fl-optimization

conference-acceptance-rate

Acceptance rates for the major AI conferences

contrastive_vae

Contrastive Variational Autoencoders

cpfcluster

Implementation of CPF clustering method.

cpo

Constrained Policy Optimization

cr-noma-ddpg

csd

Implementation and datasets for Efficient Domain Generalization via Common-Specific Low-Rank Decomposition (https://arxiv.org/abs/2003.12815)

cvae-pytorch

data-analysis-with-r

Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more

data-playground

A simple scalable code set to analyze and visualize data

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deeprl_network

multi-agent deep reinforcement learning for networked system control.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

dl-hci

domainbed

DomainBed is a suite to test domain generalization algorithms

drl-cdc

This is an instant noodle implementation of "Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach"

drl_rsma_radar_uav

ev2gym

A V2G Simulation Environment for large scale EV charging optimization

fed_avg_iid_and_non-iid

fedavg_torch

federated-learning

federatedlearning

fedfusion

The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)

fl-noniid

experiments on Federated Learning with non-IID data