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The Top 23 Variational Bayes Open Source Projects

Open source projects categorized as Variational Bayes
Categories > Variational Bayes
Pytorch Bayesiancnn ⭐ 1,181
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
most recent commit a year ago
Scvi Tools ⭐ 1,107
Deep probabilistic analysis of single-cell and spatial omics data
dependent packages 40total releases 71most recent commit 9 days agopypi scvi-tools} Downloads
Awesome Vaes ⭐ 448
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
most recent commit 3 years ago
Neuraldialog Cvae ⭐ 261
Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
most recent commit 5 years ago
Libcluster ⭐ 119
An extensible C++ library of Hierarchical Bayesian clustering algorithms, such as Bayesian Gaussian mixture models, variational Dirichlet processes, Gaussian latent Dirichlet allocation and more.
most recent commit 6 years ago
Cplxmodule ⭐ 92
Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.
total releases 5most recent commit 2 years ago
Variational Capsule Routing ⭐ 92
Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf
most recent commit 3 years ago
Reactivemp.jl ⭐ 85
High-performance reactive message-passing based Bayesian inference engine
most recent commit 3 months ago
Schpf ⭐ 63
Single-cell Hierarchical Poisson Factorization
most recent commit 2 years ago
Mlss2019 Bayesian Deep Learning ⭐ 63
MLSS2019 Tutorial on Bayesian Deep Learning
most recent commit 4 years ago
Pypmc ⭐ 46
Clustering with variational Bayes and population Monte Carlo
dependent packages 2total releases 11most recent commit 7 months agopypi pypmc} Downloads
Vlgp ⭐ 38
Dimensionality reduction of spikes trains
most recent commit 3 years ago
Baysmm ⭐ 34
Model for learning document embeddings along with their uncertainties
most recent commit 5 months ago
Vblinlogit ⭐ 25
Variational Bayes linear and logistic regression
most recent commit 5 years ago
Arm Gradient ⭐ 22
Low-variance, unbiased, theoretically sound and computationally efficient gradient for binary latent variable models, derived by variable augmentation and antithetic sampling. (ICLR 2019)
most recent commit 5 years ago
Meta Learning Without Memorization ⭐ 17
A study about the following problems: what is the memorization problem in meta-learning; why does memorization problem happen; and how to prevent it. (ICLR 2020)
most recent commit 2 years ago
Variational Bayes Cs ⭐ 13
Scalable sparse Bayesian learning for large CS recovery problems
most recent commit 3 years ago
Mimo ⭐ 13
A toolbox for inference of mixture models
most recent commit a year ago
Vistan ⭐ 12
A simple library to run variational inference on Stan models.
total releases 14most recent commit a year ago
Gmm Em Vb ⭐ 10
This repository is for sharing the scripts of EM algorithm and variational bayes.
most recent commit 4 months ago
Misc ⭐ 7
most recent commit 5 years ago
Scala Infer ⭐ 7
Scala embedded universal probabilistic programming language
most recent commit 3 years ago
Variational Inference On Mnist ⭐ 5
A list of variational inference algorithms and their performance on MNIST
most recent commit 5 years ago
The 2 Most Depended On Variational Bayes Open Source Projects
Scvi Tools ⭐ 1,107
Deep probabilistic analysis of single-cell and spatial omics data
dependent packages 40total releases 71latest release December 07, 2023most recent commit 9 days agopypi scvi-tools} Downloads
Pypmc ⭐ 46
Clustering with variational Bayes and population Monte Carlo
dependent packages 2total releases 11latest release September 11, 2023most recent commit 7 months agopypi pypmc} Downloads
The 4 Latest Releases In Variational Bayes Open Source Projects
Scvi Tools ⭐ 1,107
Deep probabilistic analysis of single-cell and spatial omics data
dependent packages 40total releases 71latest release December 07, 2023most recent commit 9 days agopypi scvi-tools} Downloads
Pypmc ⭐ 46
Clustering with variational Bayes and population Monte Carlo
dependent packages 2total releases 11latest release September 11, 2023most recent commit 7 months agopypi pypmc} Downloads
Vistan ⭐ 12
A simple library to run variational inference on Stan models.
total releases 14latest release December 14, 2020most recent commit a year ago
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