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GitHub topics: deep-generative-models

AspirinCode/papers-for-molecular-design-using-DL

List of Molecular and Material design using Generative AI and Deep Learning

Size: 5.12 MB - Last synced at: about 1 hour ago - Pushed at: about 2 hours ago - Stars: 793 - Forks: 105

FabianFalck/mfcvae

Official PyTorch implementation of 🏁 MFCVAE 🏁: "Multi-Facet Clustering Variatonal Autoencoders (MFCVAE)" (NeurIPS 2021). A class of variational autoencoders to find multiple disentangled clusterings of data.

Language: Python - Size: 36.9 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 40 - Forks: 8

asarigun/awesome-denovo-papers

Awesome De novo drugs design papers

Size: 57.6 KB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 87 - Forks: 12

bavafaali/Generative-Models

Language: Jupyter Notebook - Size: 3.89 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Jason-cs18/awesome-avatar

📖 A curated list of resources dedicated to avatar.

Language: Jupyter Notebook - Size: 731 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 58 - Forks: 5

MJfadeaway/DAS

DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations

Language: Python - Size: 5.29 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 35 - Forks: 8

deep-learning-indaba/indaba-pracs-2022

Notebooks for the Practicals at the Deep Learning Indaba 2022.

Language: Jupyter Notebook - Size: 38.7 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 175 - Forks: 42

ImanGoudarzvand/MultiSpectral-Diffusion

Official PyTorch implementation of the paper "MultiSpectral diffusion: joint generation of wavelet coefficients for image synthesis and upsampling"

Language: Python - Size: 429 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

generative-ai-sut/generative-ai-sut.github.io

Deep Generative Models Course Page @ Sharif University of Technology

Language: Vue - Size: 131 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

genai-sut/genai-sut.github.io

Deep Generative Models Course Page @ Sharif University of Technology

Language: Vue - Size: 592 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Center-for-Health-Data-Science/bulkDGD

Code, documentation, and tutorials for the DGD model trained on bulk RNA-Seq data.

Language: Python - Size: 92.3 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 10 - Forks: 4

tqch/ddpm-torch

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

Language: Python - Size: 266 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 162 - Forks: 32

VinAIResearch/PCC-pytorch

A pytorch implementation of the paper "Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control"

Language: Python - Size: 12.4 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 59 - Forks: 14

michelhilg/data-synthesis

This GitHub repository showcases my bachelor thesis which is focused on exploring the application and comparison of various deep generative models for synthetic image augmentation in manufacturing domain.

Language: Jupyter Notebook - Size: 20.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

pemami4911/IODINE.pytorch

Unofficial PyTorch implementation of IODINE https://arxiv.org/abs/1903.00450

Language: Python - Size: 34.2 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

tqch/v-diffusion-torch

PyTorch Implementation of V-objective Diffusion Probabilistic Models with Classifier-free Guidance

Language: Python - Size: 3.76 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 1

Tayjsl97/RL-Chord

This is the official implementation of RL-Chord (TNNLS).

Language: Python - Size: 16.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

tsinghua-fib-lab/DeepMobility

The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.

Language: Python - Size: 32.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

agnarbjoernstad/DeepLearning

Exercises from IT3030 V20

Language: Python - Size: 721 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

zengxianyu/sketchedit

SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches, CVPR2022

Language: Python - Size: 27.7 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 230 - Forks: 26

probabilisticai/probai-2019

Materials of the Nordic Probabilistic AI School 2019.

Language: Jupyter Notebook - Size: 97.2 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 128 - Forks: 39

makora9143/pytorch-convcnp

A PyTorch Implementation of Convolutional Conditional Neural Process.

Language: Jupyter Notebook - Size: 1.66 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 42 - Forks: 2

ameya98/DeepGenerativeModels

PyTorch Implementations of Popular Deep Generative Models.

Language: Python - Size: 818 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0

MRSAIL-Mini-Robotics-Software-AI-Lab/GANVAS-models

Generative Autoregressive, Normalized Flows, VAEs, Score-based models (GANVAS)

Language: Python - Size: 41 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 3

dadadadawjb/DGMHowTo

Deep Generative Models with clean and well-annotated PyTorch re-implementation

Language: Python - Size: 4.55 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

hamidreza-dastmalchi/WIPA-Face-Super-Resolution

Pytorch implementation of WIPA: Super-resolution of very low-resolution face images with a Wavelet Integrated, Identity Preserving, Adversarial Network.

Language: Python - Size: 989 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2

probabilisticai/probai-2021

Materials of the Nordic Probabilistic AI School 2021.

Language: Jupyter Notebook - Size: 65.3 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 91 - Forks: 15

boathit/deepgtt

DeepGTT: Learning Travel Time Distributions with Deep Generative Model

Language: Jupyter Notebook - Size: 194 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 30 - Forks: 19

tqch/VAEGAN

Language: Python - Size: 46.6 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

VictorZXY/expressive-graph-gen

Mini-project for my CST Part III Representation Learning on Graphs and Networks (L45) module

Language: Python - Size: 48.8 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

tqch/Flow-Based-Deep-Generative-Models

Language: Python - Size: 24 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

k--chow/NICE-flow-keras

Implementation of NICE (Non-linear Independent Components Estimation) in TF Keras

Language: Jupyter Notebook - Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Bh4r4t/Sementic-Image-Inpainting

PyTorch implementation of image inpainting technique as proposed in paper "Sementic Image Inpainting with Deep Generative Modes by R.A. Yeh et al."

Language: Python - Size: 38.8 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

YuejiangLIU/pytorch-collaborative-gan-sampling

A basic PyTorch implementation of the Collaborative Sampling in Generative Adversarial Networks

Language: Python - Size: 146 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 1

gtesei/facial_unpaired_i2i_translation_SA_C_CC_GAN

Facial Unpaired Image-to-Image Translation with (Self-Attention) Conditional Cycle-Consistent Generative Adversarial Networks

Language: Python - Size: 12.1 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

Related Keywords
deep-generative-models 35 deep-learning 11 pytorch 8 variational-autoencoder 7 machine-learning 4 diffusion-models 4 generative-adversarial-network 4 reinforcement-learning 3 generative-models 3 generative-ai 3 vae 3 neural-network 3 denoising-diffusion 2 summer-school 2 probabilistic-programming 2 probabilistic-models 2 probabilistic-machine-learning 2 representation-learning 2 probabilistic-ai 2 bayesian 2 image-inpainting 2 deeplearning 2 dcgan 2 graph-neural-networks 2 gen-ai 2 genai 2 generative 2 sharif-university-of-technology 2 sut 2 normalizing-flows 2 pytorch-implementation 2 gans 2 drug-design 2 energy-based-model 2 gan 2 gnns 2 score-based-generative-models 2 realnvp 1 denoising-diffusion-models 1 classifier-free 1 object-centric 1 synthetic-augmentation 1 density-estimation 1 keras 1 celeba-dataset 1 sementic-image-inpainting 1 metal-surface-defect-detection 1 manufacturing 1 generative-adversarial-networks 1 image-processing 1 image-classification 1 data-synthesis 1 python 1 monte-carlo-sampling 1 bayesian-deep-learning 1 pytorch-implementations 1 artificial-intelligence 1 how-to 1 cnn-network 1 face-hallucination 1 sketch 1 inpainting-algorithm 1 inpainting 1 image-manipulation 1 super-resolution 1 image-editing 1 cvpr2022 1 semisupervised-learning 1 it3030 1 dyp-laering 1 travel-time 1 torchdrug 1 autoencoder 1 flows 1 urban-mobility 1 symbolic-music-generation 1 awesome-list 1 avatar 1 probabilistic-graphical-models 1 pgm 1 dgm 1 target-based-drug 1 paper 1 neural-networks 1 generative-model 1 gcn 1 drug-discovery 1 diffusion-model 1 denovo-design 1 cheminformatics 1 variational-deep-embedding 1 vade 1 multi-facet-clustering 1 deep-clustering 1 clustering 1 transformer 1 rnn 1 prompt-learning 1 molecular-design 1 material-design 1