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The Top 23 Bayesian Inference Open Source Projects

Open source projects categorized as Bayesian Inference
Categories > Machine Learning > Bayesian Inference
Intro Stats ⭐ 31
Introductory Workshop to (Bayesian) Statistics
most recent commit 7 years ago
Bayesianframework ⭐ 31
A framework for Bayesian model selection (BMS) and Bayesian model Averaging (BMA).
most recent commit 8 months ago
Bbsbayes ⭐ 30
An R Package for Hierarchical Bayesian Analysis of North American Breeding Bird Survey Data
total releases 15most recent commit a year ago
Tramp ⭐ 30
Tree Approximate Message Passing
most recent commit a year ago
Dpmmsubclusters.jl ⭐ 30
Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)
most recent commit a year ago
Autogp.jl ⭐ 30
Automated Bayesian model discovery for time series data
most recent commit 4 months ago
Nessai ⭐ 29
nessai: Nested Sampling with Artificial Intelligence
dependent packages 2total releases 22most recent commit 4 months agopypi nessai} Downloads
Program Induction ⭐ 29
A library for program induction and learning representations.
most recent commit 4 months ago
Bayesianinference ⭐ 29
Wolfram Language application for Bayesian inference and Gaussian process regression
most recent commit 3 years ago
Netbid ⭐ 28
Data-driven Network-based Bayesian Inference of Drivers
most recent commit a year ago
Bayesianlinearregressors.jl ⭐ 28
Bayesian Linear Regression in Julia
most recent commit a year ago
Tmbstan ⭐ 27
dependent packages 3total releases 8most recent commit a year ago
Bvartools ⭐ 27
Functions for Bayesian inference of vector autoregressive and vector error correction models
most recent commit 4 months ago
Pyhgf ⭐ 27
PyHGF: A graph neural network library for predictive coding
most recent commit 4 months ago
Sigfit ⭐ 27
Flexible Bayesian inference of mutational signatures
most recent commit 2 years ago
Metabma ⭐ 26
Bayesian Model Averaging for Random and Fixed Effects Meta-Analysis
dependent packages 6total releases 9most recent commit 8 months ago
Pdsampler.jl ⭐ 26
Piecewise Deterministic Sampler library (Bouncy particle sampler, Zig Zag sampler, ...)
most recent commit 6 years ago
Tutorial Bayesian Inference ⭐ 26
A collection of simple implementation of various inference methods
most recent commit 2 years ago
Svae_cf ⭐ 26
Sequential Variational Autoencoders for Collaborative Filtering
most recent commit 5 years ago
Bayeshmm ⭐ 26
Full Bayesian Inference for Hidden Markov Models
most recent commit 5 years ago
Brutus ⭐ 25
Modeling stellar photometry with "brute force" methods
total releases 1most recent commit 8 months ago
Flowtorch ⭐ 25
Separating Normalizing Flows code from Pyro and improving API
most recent commit 3 years ago
Kulprit ⭐ 25
Kullback-Leibler projections for Bayesian model selection in Python
most recent commit 7 months ago
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