Topic: "deep-generative-model"
scverse/scvi-tools
Deep probabilistic analysis of single-cell and spatial omics data
Language: Python - Size: 148 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,372 - Forks: 388
lrjconan/GRAN
Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
Language: C++ - Size: 7.62 MB - Last synced at: 18 days ago - Pushed at: almost 2 years ago - Stars: 476 - Forks: 97
maum-ai/nuwave
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021
Language: Python - Size: 26.5 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 282 - Forks: 20
MinkaiXu/GeoLDM
Geometric Latent Diffusion Models for 3D Molecule Generation
Language: Python - Size: 22.7 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 244 - Forks: 45
sony/sqvae
Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)
Language: Python - Size: 158 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 187 - Forks: 23
yunqing-me/AttackVLM
[NeurIPS-2023] Annual Conference on Neural Information Processing Systems
Language: Python - Size: 23.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 167 - Forks: 8
FranxYao/dgm_latent_bow
Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
Language: Python - Size: 10.2 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 122 - Forks: 14
maum-ai/wavegrad2
Unofficial Pytorch Implementation of WaveGrad2
Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: 22 days ago - Pushed at: almost 4 years ago - Stars: 112 - Forks: 16
sony/san
PyTorch implementation of slicing adversarial network (SAN)
Language: Python - Size: 18.7 MB - Last synced at: 29 days ago - Pushed at: 11 months ago - Stars: 98 - Forks: 6
naru-project/naru
Neural Relation Understanding: neural cardinality estimators for tabular data
Language: Python - Size: 54.7 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 76 - Forks: 25
sony/DiffRoll
PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model
Language: Jupyter Notebook - Size: 40.4 MB - Last synced at: 30 days ago - Pushed at: over 1 year ago - Stars: 75 - Forks: 11
SUwonglab/CausalEGM
A General Causal Inference Framework by Encoding Generative Modeling
Language: Python - Size: 1.86 MB - Last synced at: 20 days ago - Pushed at: 12 months ago - Stars: 68 - Forks: 11
L0SG/NanoFlow
PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)
Language: Python - Size: 1.61 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 65 - Forks: 4
kimmo1019/Roundtrip
Roundtrip: density estimation with deep generative neural networks
Language: Python - Size: 2.27 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 61 - Forks: 14
FranxYao/Gumbel-CRF
Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs
Language: Python - Size: 24.3 MB - Last synced at: 19 days ago - Pushed at: over 4 years ago - Stars: 56 - Forks: 9
neurocard/neurocard
State-of-the-art neural cardinality estimators for join queries
Language: Python - Size: 52.2 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 51 - Forks: 18
pinellolab/pyrovelocity
š¯’«robabilistic modeling of RNA velocity ā¬±
Language: Python - Size: 24 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 47 - Forks: 5
OctoberChang/klcpd_code
Kernel Change-point Detection with Auxiliary Deep Generative Models (ICLR 2019 paper)
Language: Python - Size: 42.7 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 45 - Forks: 13
joanrod/ocr-vqgan
OCR-VQGAN, a discrete image encoder (tokenizer and detokenizer) for figure images in Paper2Fig100k dataset. Implementation of OCR Perceptual loss for clear text-within-image generation. Fork from VQGAN in CompVis/taming-transformers
Language: Python - Size: 2.76 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 44 - Forks: 1
yoonholee/pytorch-vae
A minimal pytorch implementation of VAE, IWAE, MIWAE
Language: Python - Size: 1.75 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 40 - Forks: 11
bacnguyencong/rbm-pytorch
An implementation of Restricted Boltzmann Machine in Pytorch
Language: Jupyter Notebook - Size: 173 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 37 - Forks: 8
AspirinCode/AlphaPPImd
Exploring the conformational ensembles of protein-protein complexes with transformer-based generative neural networks
Language: Jupyter Notebook - Size: 7.98 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 28 - Forks: 3
robert-giaquinto/gradient-boosted-normalizing-flows
We got a stew going!
Language: Python - Size: 54.4 MB - Last synced at: 26 days ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 3
pemami4911/EfficientMORL
EfficientMORL (ICML'21)
Language: Python - Size: 13.8 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 23 - Forks: 3
vita-epfl/collaborative-gan-sampling
[AAAI20] TensorFlow implementation of the Collaborative Sampling in Generative Adversarial Networks
Language: Python - Size: 17.5 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 23 - Forks: 5
hollobit/ML_evaluation_metrics
Landscape of ML/DL performance evaluation metrics
Size: 687 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 3
DIG-Kaust/RockGAN
Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.
Language: Jupyter Notebook - Size: 68.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 18 - Forks: 4
for0nething/FACE-A-Normalizing-Flow-based-Cardinality-Estimator
A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator
Language: Python - Size: 6.84 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 4
LucasESBS/vega
VEGA: VAE Enhanced by Gene Annotations
Language: Python - Size: 26.1 MB - Last synced at: 6 days ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 2
tristan-deep/joint-diffusion
Official code repository for the paper: Removing Structured Noise using Diffusion Models
Language: Python - Size: 32.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 14 - Forks: 4
lvyilin/DGC
Official implementation of CVPR2020 paper "Deep Generative Model for Robust Imbalance Classification"
Language: Python - Size: 1020 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 14 - Forks: 4
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
griff4692/LMC
Jointly Learning Word and Metadata Embeddings: Latent Meaning Cells Applied to Clinical Acronym Expansion
Language: Python - Size: 40.2 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1
AspirinCode/AMPTrans-lstm
Application of deep generative model discovers novel and diverse functional peptides against microbial resistance
Language: Python - Size: 53.7 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 3
var-skip/var-skip
Code for variable skipping ICML 2020 paper
Language: Python - Size: 102 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 3
PratikSaha198/My-MIT-6.S191-introtodeeplearing-notes
The wonderful and illustrative notes on Deep Learning take will take a person from Zero to Hero.
Language: Jupyter Notebook - Size: 4.49 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 0
pyladiesams/pyro-may2023
Meet Uber's Pyro - popular framework for probabilistic programming. Learn how to introduce regularization and prior assumptions into a model, at first for a simple use case of Bayesian Linear Regression and later in an introduction to deep generative models with Pyro.
Language: Jupyter Notebook - Size: 5.83 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 2
lorenzo-stacchio/XR_AI_PROJECT2022
XR_AI_PROJECT2022
Language: ShaderLab - Size: 31.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0
Alex-Markham/medil
mirror of the MeDIL Python package for causal modeling
Language: Python - Size: 39 MB - Last synced at: 22 days ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0
EmmaNguyen/Imagination
Deep generative models in a reinforcement learning framework.
Language: Python - Size: 68.4 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 1
yu-takagi/chainer-neuralprocesses
Implementation of Neural Processes with chainer
Language: Jupyter Notebook - Size: 1.14 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0
yu-takagi/chainer-made
Implementation of MADE (Masked Autoencoder for Distribution Estimation) with chainer
Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1
KnowledgeDiscovery/DynamicGaussianMixture Fork of thuwuyinjun/DGM2
Code for "Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series" @AAAI2021
Language: Python - Size: 224 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1
LamineTourelab/Machine-Learning-with-Graphs Fork of LeilaOutem/Stanford_coLabs
Graphs are a general language for describing and analyzing entities with relations/interactions.
Language: Jupyter Notebook - Size: 1.39 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
joanrod/paper2figure-dataset
Pipeline to create Paper2Fig dataset, a dataset for text-to-image generation from research papers and figures (e.g., diagrams of architectures or methods in fields like Machine Learning or Computer Vision)
Language: Python - Size: 2.03 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
as791/Deep-Generative-Filter-For-Motion-Deblurring-PyTorch
This repository contains the PyTorch implementation of the ICCV'17 Paper, "Deep Generative Filter for Motion Deblurring"
Language: Jupyter Notebook - Size: 97.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
RonyAbecidan/VAE
Here, I am studying the pionneering paper of VAEs called "Auto-Encoding Variational Bayes" written by Diederik P. Kingma and Max Welling.
Language: Jupyter Notebook - Size: 8.66 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
0kam/tissue
A Time-series Image Segmentation tool with Semi-Unsupervised Encoders.
Language: Python - Size: 53.7 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
unsuthee/100DaysofMLCode
Language: Jupyter Notebook - Size: 638 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1
Naghipourfar/FontGenerator
FontGenerator is an end-to-end system which generates handwritten characters with some font using conditional Generative Adversarial Network (C-GANs)
Size: 220 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 2
FrancoisPorcher/coursera-gan-specialization Fork of amanchadha/coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Language: Jupyter Notebook - Size: 137 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
zheng-yanan/hierarchical-deep-generative-models
A TensorFlow implementation of "Sequence Modeling with Hierarchical Deep Generative Models with Dual Memory" (published in CIKM2017).
Language: Python - Size: 33.1 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1
