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The Top 23 Bayesian Variational Inference Open Source Projects

Open source projects categorized as Bayesian Variational Inference
Categories > Machine Learning > Bayesian
Categories > Machine Learning > Variational Inference
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34most recent commit 3 days agopypi pyro-ppl} Downloads
Bayesian Machine Learning ⭐ 1,587
Notebooks about Bayesian methods for machine learning
most recent commit a year ago
Pytorch Bayesiancnn ⭐ 1,181
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
most recent commit a year ago
Probreg ⭐ 670
Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)
dependent packages 2total releases 32most recent commit 8 months agopypi probreg} Downloads
Bayes Nn ⭐ 423
Lecture notes on Bayesian deep learning
most recent commit 6 years ago
Bayesian Torch ⭐ 396
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
dependent packages 1total releases 3most recent commit 4 months agopypi bayesian-torch} Downloads
Pyvarinf ⭐ 300
Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch
total releases 2most recent commit 5 years ago
Bcpd ⭐ 218
Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)
most recent commit a year ago
Master Thesis Bayesiancnn ⭐ 197
Master Thesis on Bayesian Convolutional Neural Network using Variational Inference
most recent commit 5 years ago
Probabilistic Models ⭐ 196
Collection of probabilistic models and inference algorithms
most recent commit 4 years ago
Gpstuff ⭐ 144
GPstuff - Gaussian process models for Bayesian analysis
most recent commit a year ago
Icml2015_papers ⭐ 143
Links to ICML 2015 papers available on arxiv
most recent commit 9 years ago
Cmdstanr ⭐ 126
CmdStanR: the R interface to CmdStan
most recent commit 3 months ago
Noisynaturalgradient ⭐ 115
Pytorch Implementation of paper "Noisy Natural Gradient as Variational Inference"
most recent commit 6 years ago
Probai 2019 ⭐ 89
Materials of the Nordic Probabilistic AI School 2019.
most recent commit 4 years ago
Gelato ⭐ 85
Bayesian dessert for Lasagne
most recent commit 7 years ago
Deterministic Variational Inference ⭐ 85
Sample code for running deterministic variational inference to train Bayesian neural networks
most recent commit 6 years ago
Implicit Variational Inference ⭐ 67
The collection of recent papers about variational inference
most recent commit 4 years ago
Pysvihmm ⭐ 51
Implementation of stochastic variational inference for Bayesian hidden Markov models.
most recent commit 7 years ago
Bayesian Deep Learning Notes ⭐ 47
A list of notes on Bayesian deep learning papers
most recent commit 6 years ago
Avuc ⭐ 40
Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.
most recent commit a year ago
Emssl ⭐ 21
[MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation
most recent commit a year ago
Noisy K Fac ⭐ 20
Natural Gradient, Variational Inference
most recent commit 4 years ago
The 3 Most Depended On Bayesian Variational Inference Open Source Projects
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 3 days agopypi pyro-ppl} Downloads
Bayesian Torch ⭐ 396
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
dependent packages 1total releases 3latest release December 14, 2022most recent commit 4 months agopypi bayesian-torch} Downloads
The 4 Latest Releases In Bayesian Variational Inference Open Source Projects
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 3 days agopypi pyro-ppl} Downloads
Bayesian Torch ⭐ 396
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
dependent packages 1total releases 3latest release December 14, 2022most recent commit 4 months agopypi bayesian-torch} Downloads
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