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The Top 23 Machine Learning Bayesian Inference Open Source Projects

Open source projects categorized as Machine Learning Bayesian Inference
Categories > Machine Learning > Bayesian Inference
Categories > Machine Learning > Machine Learning
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3most recent commit 6 months ago
Pyro ⭐ 8,330
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34most recent commit 7 days agopypi pyro-ppl} Downloads
Causalnex ⭐ 2,109
A Python library that helps data scientists to infer causation rather than observing correlation.
most recent commit 2 months ago
Turing.jl ⭐ 1,925
Bayesian inference with probabilistic programming.
most recent commit 3 months ago
Infer ⭐ 1,519
Infer.NET is a framework for running Bayesian inference in graphical models
dependent packages 4total releases 5most recent commit 3 months agonuget Microsoft.ML.Probabilistic} Downloads
Awesome Normalizing Flows ⭐ 1,232
Awesome resources on normalizing flows.
most recent commit 3 months ago
Fortuna ⭐ 824
A Library for Uncertainty Quantification.
most recent commit 3 months ago
Sbi ⭐ 476
Simulation-based inference toolkit
dependent packages 5total releases 38most recent commit 3 months agopypi sbi} Downloads
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73most recent commit 4 months agopypi bnlearn} Downloads
Measuretheory.jl ⭐ 377
"Distributions" that might not add to one.
most recent commit 8 months ago
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55most recent commit 3 months agopypi gpjax} Downloads
Stheno.jl ⭐ 327
Probabilistic Programming with Gaussian processes in Julia
most recent commit 6 months ago
Vbmc ⭐ 209
Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB
most recent commit a year ago
Looper ⭐ 201
A resource list for causality in statistics, data science and physics
most recent commit 4 months ago
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21most recent commit a year agopypi zeus-mcmc} Downloads
Probabilistic Models ⭐ 196
Collection of probabilistic models and inference algorithms
most recent commit 4 years ago
Bayesianrecurrentnn ⭐ 196
Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al
most recent commit 5 years ago
Bat.jl ⭐ 185
A Bayesian Analysis Toolkit in Julia
most recent commit 3 months 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
Gpax ⭐ 163
Gaussian Processes for Experimental Sciences
total releases 8most 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
Ml_algo_in_depth ⭐ 124
ML algorithms in depth
most recent commit a year ago
The 7 Most Depended On Machine 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 7 days agopypi pyro-ppl} Downloads
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21latest release January 12, 2023most recent commit a year agopypi zeus-mcmc} Downloads
Sbi ⭐ 476
Simulation-based inference toolkit
dependent packages 5total releases 38latest release December 04, 2023most recent commit 3 months agopypi sbi} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73latest release November 15, 2023most recent commit 4 months agopypi bnlearn} Downloads
Infer ⭐ 1,519
Infer.NET is a framework for running Bayesian inference in graphical models
dependent packages 4total releases 5latest release January 03, 2023most recent commit 3 months agonuget Microsoft.ML.Probabilistic} Downloads
Nessai ⭐ 29
nessai: Nested Sampling with Artificial Intelligence
dependent packages 2total releases 22latest release November 09, 2023most recent commit 4 months agopypi nessai} Downloads
The 10 Latest Releases In Machine Learning Bayesian Inference Open Source Projects
Sbi ⭐ 476
Simulation-based inference toolkit
dependent packages 5total releases 38latest release December 04, 2023most recent commit 3 months agopypi sbi} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73latest release November 15, 2023most recent commit 4 months agopypi bnlearn} Downloads
Nessai ⭐ 29
nessai: Nested Sampling with Artificial Intelligence
dependent packages 2total releases 22latest release November 09, 2023most recent commit 4 months agopypi nessai} Downloads
Gpax ⭐ 163
Gaussian Processes for Experimental Sciences
total releases 8latest release October 11, 2023most recent commit 3 months ago
Trilearn ⭐ 12
Bayesian structure learning and classification in decomposable graphical models.
total releases 34latest release September 29, 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 7 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
Bhad ⭐ 9
A Python library for Bayesian Anomaly Detection
total releases 9latest release May 30, 2023most recent commit 3 months ago
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