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32 search results found

Bayesian Modeling and Probabilistic Programming in Python

Deep universal probabilistic programming with Python and PyTorch

Zhusuan ⭐ 2,139

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

Blackjax ⭐ 636

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

Soss.jl ⭐ 401

Probabilistic programming via source rewriting

Monad Bayes ⭐ 389

A library for probabilistic programming in Haskell.

Measuretheory.jl ⭐ 377

"Distributions" that might not add to one.

Gaussian processes in JAX.

Stheno.jl ⭐ 327

Probabilistic Programming with Gaussian processes in Julia

The base NIMBLE package for R

Bayesloop ⭐ 127

Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.

BOPP: Bayesian Optimization for Probabilistic Programs

Bayes Toolbox ⭐ 88

Pymc Example Project ⭐ 87

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Reactivemp.jl ⭐ 85

High-performance reactive message-passing based Bayesian inference engine

Pathfinder.jl ⭐ 72

Preheat your MCMC

Tilde.jl ⭐ 69

WIP successor to Soss.jl

Pyautofit ⭐ 54

PyAutoFit: Classy Probabilistic Programming

Gaussian Process Model Building Interface

Flowtorch Old ⭐ 36

Separating Normalizing Flows code from Pyro and improving API

Flowtorch ⭐ 25

Separating Normalizing Flows code from Pyro and improving API

Library of composable generative population models which serve as the modeling and inference backend of BayesDB.

Blangsdk ⭐ 22

Blang's software development kit

Pymc3_euss ⭐ 21

Course in Probabilistic Programming in Python for the 2018 EU Summer School

Probabilistic Programming And Bayesian Methods For Hackers ⭐ 17

Clone of book Probabilistic Programming and Bayesian Methods for Hackers by CamDavidsonPilon

Genparticlefilters.jl ⭐ 14

Building blocks for simple and advanced particle filtering in Gen.

Zhusuan Jittor ⭐ 13

Zhusuan with backend Jittor

Sossmlj.jl ⭐ 12

SossMLJ makes it easy to build MLJ machines from user-defined models from the Soss probabilistic programming language

Zhusuan Paddlepaddle ⭐ 8

Zhusuan with backend PaddlePaddle

Probabilistic Programming Packages ⭐ 6

Trying out different probabilistic programming packages on the same statistical model

Pymc Advi Hmc Demo ⭐ 5

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

Related Searches

Python Bayesian Inference (264)

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