deep-generative-modelling

Here are 10 public repositories matching this topic...

Language:All

Filter by language

jmtomczak /intro_dgm

"Deep Generative Modeling": Introductory Examples

deep-learning pytorch generative-adversarial-network variational-autoencoder energy-based-model flow-based-modeling deep-generative-modelling autoregressive-modeling score-based-generative-modeling neural-compression generative-ai

UpdatedAug 30, 2025
Jupyter Notebook

elizavetasemenova /prob-epi

Star70

Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"

probabilistic-programming agent-based-modeling epidemiology bayesian-inference gaussian-processes spatial-statistics disease-transmission surrogates numpyro deep-generative-modelling

UpdatedFeb 25, 2025
Jupyter Notebook

badass-techie /These-People-Do-Not-Exist

Star16

AI that generates human faces which have never been seen before. The future is now 😁

python generator computer-vision deep-learning tensorflow keras cnn nvidia discriminator gan convolutional-neural-networks generative-adversarial-networks latent-variables latent-space deepfake stylegan deep-generative-modelling

UpdatedJan 6, 2022
Python

nbip /notMIWAE

Star15

Code accompanying the notMIWAE paper

missing-data variational-inference importance-sampling missing-values iwae missing-data-imputation importance-weighted-autoencoder deep-generative-modelling missing-not-at-random

UpdatedJan 28, 2021
Jupyter Notebook

Center-for-Health-Data-Science /bulkDGD

Star13

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

rna-seq neural-network rnaseq rna-seq-analysis deep-generative-model deep-generative-models rnaseq-analysis deep-generative-modelling

UpdatedAug 27, 2024
Python

nbip /IWAE

Star7

Importance Weighted Autoencoders in TensorFlow 2, reproducing results from the IWAE paper with 1 or 2 stochastic layers

vae variational-inference paper-implementations importance-sampling dreg iwae tensorflow2 importance-weighted-autoencoder deep-generative-modelling dreg-estimator iwae-paper variational-posteriors

UpdatedFeb 5, 2021
Python

nijingchao /SCGM

Star3

Superclass-class conditional Gaussian mixture model for learning fine-grained embeddings

machine-learning few-shot-learning contrastive-learning deep-generative-modelling fine-grained-image-classification

UpdatedMar 18, 2022
Python

grongier /fluvgan

Star1

Python scripts to test generating and inverting fluvial deposits using GANs

python deep-learning pytorch gan deep-generative-modelling gan-inversion stratigraphic-modeling

UpdatedNov 26, 2025
Jupyter Notebook

iamkzntsv /masked-diffusion-mri

Star0

Repository of a research project on the use of deep generative diffusion models to analyze morphological relationships in human brain structures.

mri diffusion-models deep-generative-modelling

UpdatedMay 2, 2024
Python

GabrielRPalma /DeepGenerativeModelling

Star0

deep-learning autoencoders variational-autoencoder deep-generative-modelling

UpdatedJul 19, 2022
Jupyter Notebook

Improve this page

Add a description, image, and links to thedeep-generative-modelling topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thedeep-generative-modelling topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly