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awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-federated-learning-on-graph-and-gnn-papers

Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.

consistency_models

Official repo for consistency models.

ddim

Denoising Diffusion Implicit Models

diffusion

Denoising Diffusion Probabilistic Models

diffusion-models-papers-survey-taxonomy

Diffusion model papers, survey, and taxonomy

digital-image-processing-ee569

ee569

dpdm

Differentially Private Diffusion Models

ee541-hw5-starter

Fashion Compatibility Prediction with Deep Learning

ee660_machine_learning_from_signals

EE660 Machine Learning From Signals (2019Fall)

evolutionary-reinforcement-neural-network-autonomous-car

A self learning autonomous vehicle based on evolutionary algorithm and reinforcement learning

fa20_cs551

Emory System Programming Course

gail-pytorch

A simple implementation of Generative Adversarial Imitation Learning with PyTorch

gdss

Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (ICML 2022)

gflownet

Generative Flow Networks

gflownets_tutorial

GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Method and Important Sampling

gnnpapers

Must-read papers on graph neural networks (GNN)

graphscorematching

Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling

guided-diffusion

icml18-jtnn

Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)

machine-learning-notes

白板推导系列课程笔记 初版

movesim

Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility

mri-variationalnetwork

Source code to our paper: "Learning a Variational Network for Reconstruction of Accelerated MRI Data"

ncsn

Noise Conditional Score Networks (NeurIPS 2019, Oral)

ncsnv2

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

paper-reading

深度学习经典、新论文逐段精读

pytorch_mri_variationalnetwork

A pytorch implementation for variational network for MRI reconstruction

recommended-books

计算机经典书籍推荐 部分书籍提供PDF下载

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

self-driving-car-ai

A simple self-driving car AI python script using the deep Q-learning algorithm