deep-generative-modelling

There are 1 repository under deep-generative-modelling topic.

jmtomczak / intro_dgm
"Deep Generative Modeling": Introductory Examples
autoregressive-modeling deep-generative-modelling deep-learning energy-based-model flow-based-modeling generative-adversarial-network generative-ai neural-compression pytorch score-based-generative-modeling variational-autoencoder
Language:Jupyter Notebook 1264
elizavetasemenova / prob-epi
Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"
bayesian-inference deep-generative-modelling epidemiology probabilistic-programming surrogates disease-transmission gaussian-processes spatial-statistics agent-based-modeling numpyro
Language:Jupyter Notebook 70
badass-techie / These-People-Do-Not-Exist
AI that generates human faces which have never been seen before. The future is now 😁
deep-learning computer-vision deep-generative-modelling convolutional-neural-networks cnn python tensorflow keras generative-adversarial-networks gan generator discriminator latent-space latent-variables deepfake stylegan nvidia
Language:Python 16
nbip / notMIWAE
Code accompanying the notMIWAE paper
iwae missing-values missing-data missing-data-imputation missing-not-at-random deep-generative-modelling variational-inference importance-sampling importance-weighted-autoencoder
Language:Jupyter Notebook 15
Center-for-Health-Data-Science / bulkDGD
Code, documentation, and tutorials for the DGD model trained on bulk RNA-Seq data.
deep-generative-model deep-generative-modelling deep-generative-models neural-network rna-seq rna-seq-analysis rnaseq rnaseq-analysis
Language:Python 13
IWAE
nbip / IWAE
Importance Weighted Autoencoders in TensorFlow 2, reproducing results from the IWAE paper with 1 or 2 stochastic layers
iwae importance-weighted-autoencoder dreg vae tensorflow2 dreg-estimator iwae-paper variational-posteriors variational-inference importance-sampling paper-implementations deep-generative-modelling
Language:Python 7
nijingchao / SCGM
Superclass-class conditional Gaussian mixture model for learning fine-grained embeddings
machine-learning deep-generative-modelling few-shot-learning contrastive-learning fine-grained-image-classification
Language:Python 3
GabrielRPalma / DeepGenerativeModelling
autoencoders deep-generative-modelling deep-learning variational-autoencoder
Language:Jupyter Notebook 0
iamkzntsv / masked-diffusion-mri
Repository of a research project on the use of deep generative diffusion models to analyze morphological relationships in human brain structures.
deep-generative-modelling diffusion-models mri
Language:Python 0