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329

1.5k

mit

29

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

bayes python pytorch pytorch-cnn bayesian-network bayes-by-backprop bayesian-convnets bayesian-networks image-recognition variational-bayes bayesian-inference bayesian-statistics variational-inference bayesian-deep-learning aleatoric-uncertainties bayesian-neural-networks convolutional-neural-networks

Created 2018-07-27

308 commits to master branch, last one 4 years ago

scvi-tools scverse

386

1.4k

bsd-3-clause

25

Deep probabilistic analysis of single-cell and spatial omics data

scverse cite-seq scrna-seq deep-learning human-cell-atlas variational-bayes single-cell-rna-seq single-cell-genomics deep-generative-model variational-autoencoder

Created 2017-09-06

4,209 commits to main branch, last one 3 days ago

Awesome-VAEs matthewvowels1

75

811

unknown

31

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

vae awesome-list deep-learning disentanglement generative-model variational-bayes unsupervised-learning variational-inference representation-learning variational-autoencoder variational-auto-encoder disentangled-representations

Created 2019-08-12

57 commits to master branch, last one 3 years ago

cplxmodule ivannz

28

142

mit

10

Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.

dropout pytorch sparsification complex-networks variational-bayes

Created 2019-04-25

444 commits to master branch, last one 2 years ago

ReactiveMP.jl ReactiveBayes

14

112

mit

10

High-performance reactive message-passing based Bayesian inference engine

julia inference message-passing variational-bayes bayesian-inference variational-inference probabilistic-programming probabilistic-graphical-models

Created 2019-12-23

3,625 commits to main branch, last one 17 days ago

Variational-Capsule-Routing fabio-deep

20

103

apache-2.0

4

Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf

python capsnet capsule pytorch capsule-network computer-vision neural-networks machine-learning variational-bayes

Created 2019-11-21

26 commits to master branch, last one 3 years ago

scHPF simslab

10

69

bsd-2-clause

6

Single-cell Hierarchical Poisson Factorization

scrna-seq variational-bayes dimensionality-reduction

Created 2018-07-03

263 commits to master branch, last one 4 years ago