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The Top 23 Deep Learning Bayesian Inference Open Source Projects

Open source projects categorized as Deep Learning Bayesian Inference
Categories > Machine Learning > Bayesian Inference
Categories > Machine Learning > Deep Learning
Pyro ⭐ 8,330
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34most recent commit 10 days agopypi pyro-ppl} Downloads
Zhusuan ⭐ 2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
most recent commit 2 years ago
Bayesian Neural Networks ⭐ 1,633
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
most recent commit 6 months ago
Fortuna ⭐ 824
A Library for Uncertainty Quantification.
most recent commit 3 months 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
Bayesflow ⭐ 216
A Python library for amortized Bayesian workflows using generative neural networks.
total releases 4most recent commit 3 months ago
Pytensor ⭐ 201
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
dependent packages 17total releases 37most recent commit 3 months agopypi pytensor} Downloads
Bayesianrecurrentnn ⭐ 196
Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al
most recent commit 5 years ago
The Books Making You Better ⭐ 169
A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.
most recent commit 3 months ago
Survival Analysis Using Deep Learning ⭐ 138
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
most recent commit 3 years ago
Invertiblenetworks.jl ⭐ 131
A Julia framework for invertible neural networks
most recent commit 5 months ago
Aboleth ⭐ 125
A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation
total releases 10most recent commit 6 years ago
Ml_algo_in_depth ⭐ 124
ML algorithms in depth
most recent commit a year ago
Gelato ⭐ 85
Bayesian dessert for Lasagne
most recent commit 7 years ago
Drbayes ⭐ 68
Code Repo for "Subspace Inference for Bayesian Deep Learning"
most recent commit 2 years ago
Paper Reading ⭐ 64
Paper Reading
most recent commit 6 years ago
Aorun ⭐ 60
Deep Learning over PyTorch
total releases 1most recent commit 7 years ago
Ncp ⭐ 56
Reliable Uncertainty Estimates in Deep Neural Networks using Noise Contrastive Priors
most recent commit 4 years ago
Fbnn ⭐ 53
Code for "Functional variational Bayesian neural networks" (https://arxiv.org/abs/1903.05779)
most recent commit 4 years ago
Dun ⭐ 52
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
most recent commit 3 years ago
Cosmopower ⭐ 45
Machine Learning - accelerated Bayesian inference
total releases 3most recent commit 5 months ago
Artificial_neural_networks ⭐ 35
A collection of Methods and Models for various architectures of Artificial Neural Networks
most recent commit 4 years ago
The 3 Most Depended On Deep Learning Bayesian Inference Open Source Projects
Pyro ⭐ 8,330
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 10 days agopypi pyro-ppl} Downloads
Pytensor ⭐ 201
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
dependent packages 17total releases 37latest release January 02, 2024most recent commit 3 months agopypi pytensor} 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 10 Latest Releases In Deep Learning Bayesian Inference Open Source Projects
Pytensor ⭐ 201
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
dependent packages 17total releases 37latest release January 02, 2024most recent commit 3 months agopypi pytensor} Downloads
Bayesflow ⭐ 216
A Python library for amortized Bayesian workflows using generative neural networks.
total releases 4latest release September 12, 2023most recent commit 3 months ago
Pyro ⭐ 8,330
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 10 days agopypi pyro-ppl} Downloads
Cosmopower Jax ⭐ 13
Differentiable cosmological emulators: the JAX version of cosmopower
total releases 10latest release May 31, 2023most recent commit 9 months 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 3latest release December 14, 2022most recent commit 4 months agopypi bayesian-torch} Downloads
Cosmopower ⭐ 45
Machine Learning - accelerated Bayesian inference
total releases 3latest release December 11, 2021most recent commit 5 months ago
Sisua ⭐ 16
SemI-SUpervised generative Autoencoder models for single cell data
total releases 7latest release October 02, 2019most recent commit 3 years ago
Aboleth ⭐ 125
A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation
total releases 10latest release September 20, 2018most recent commit 6 years ago
Aorun ⭐ 60
Deep Learning over PyTorch
total releases 1latest release March 25, 2017most recent commit 7 years ago
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