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Search results for bayesian inference probabilistic programming
bayesianinference
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70 search results found
Pyro
⭐
8,131
Deep universal probabilistic programming with Python and PyTorch
Pymc
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7,787
Bayesian Modeling in Python
Zhusuan
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2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
Numpyro
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1,883
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Turing.jl
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1,872
Bayesian inference with probabilistic programming.
Blackjax
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560
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
Dbda Python
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543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Soss.jl
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401
Probabilistic programming via source rewriting
Monad Bayes
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378
A library for probabilistic programming in Haskell.
Measuretheory.jl
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377
"Distributions" that might not add to one.
Stheno.jl
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324
Probabilistic Programming with Gaussian processes in Julia
Gpjax
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307
Gaussian processes in JAX.
Pclean
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167
A domainspecific probabilistic programming language for scalable Bayesian data cleaning
Nimble
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137
The base NIMBLE package for R
Bayesloop
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127
Probabilistic programming framework that facilitates objective model selection for timevarying parameter models.
Diffeqbayes.jl
⭐
120
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
Bopp
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113
BOPP: Bayesian Optimization for Probabilistic Programs
Mxfusion
⭐
93
Modular Probabilistic Programming on MXNet
Pymc Example Project
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87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Zigzagboomerang.jl
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83
Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo including Sticky PDMPs for variable selection
Bayes Toolbox
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80
bayestoolbox
Reactivemp.jl
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73
Highperformance reactive messagepassing based Bayesian inference engine
Tilde.jl
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69
WIP successor to Soss.jl
Dnest4
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56
Diffusive Nested Sampling
Pyautofit
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54
PyAutoFit: Classy Probabilistic Programming
Gumbi
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43
Gaussian Process Model Building Interface
Webmc3
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43
A web interface for exploring PyMC3 traces
Causact
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38
causact: R package to accelerate computational Bayesian inference workflows in R through interactive visualization of models and their output.
Flowtorch Old
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36
Separating Normalizing Flows code from Pyro and improving API
Flowtorch
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25
Separating Normalizing Flows code from Pyro and improving API
Cgpm
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24
Library of composable generative population models which serve as the modeling and inference backend of BayesDB.
Blangsdk
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22
Blang's software development kit
Pymc Stochastic Process
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22
Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.
Turingbnpbenchmarks
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22
Benchmarks of Bayesian Nonparametric models in Turing and other PPLs
Pymc3_euss
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21
Course in Probabilistic Programming in Python for the 2018 EU Summer School
App
⭐
20
StatSim. Bayesian inference and statistical simulations in the browser
Probabilistic Programming And Bayesian Methods For Hackers
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17
Clone of book Probabilistic Programming and Bayesian Methods for Hackers by CamDavidsonPilon
Genparticlefilters.jl
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14
Building blocks for simple and advanced particle filtering in Gen.
Zhusuan Jittor
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13
Zhusuan with backend Jittor
Sossmlj.jl
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12
SossMLJ makes it easy to build MLJ machines from userdefined models from the Soss probabilistic programming language
Composablestatespacemodels
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11
Zhusuan Paddlepaddle
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8
Zhusuan with backend PaddlePaddle
Probabilistic Programming Packages
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6
Trying out different probabilistic programming packages on the same statistical model
Stanz
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6
Stanz is a scala library for purely functional Bayesian analysis.
Webppl
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5
Bayesian learning and inference with WebPPL.
Turing2montecarlomeasurements.jl
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5
Interface between Turing.jl and MonteCarloMeasurements.jl
Pymc Advi Hmc Demo
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5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
Bayes For Hackers
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4
el notebook de Cameron Davidson Pilon que es un cookbook de Bayes para Python
Cmd_stan_rb
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4
Ruby interface to Stan for Bayesian Inference from Ruby environments
Revbayes_uc_berkeley_2018_workshop
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3
UC Berkeley 2018 RevBayes Workshop: Phylogenetic graphical models and Bayesian inference
Stan Cmdstanr Docker
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3
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling
Numpyro Doing Bayesian
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3
My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.
Probability Bayesian
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2
Study Notes of Probabilistic Programming and Bayesian Methods for Hackers
Ppchain
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2
Your Probabilistic Modeling Copilot
Blangdoc
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2
Dev documentation for Blang
Lwmcmc
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2
A parameter space sampling class for lightweight Bayesian inference. Running on a NumPybased implementation of the MetropolisHastings algorithm.
R Bayesian
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2
This is the R Bayesian Data Science Toolkit
Ppchainr
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1
Your Probabilistic Modeling Copilot
Book_bayesian_methods
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1
Code and data examples included in the book "Probabilistic Programming & Bayesian Methods for Hackers" by Cameron DavidsonPilon.
Probabilistic Programming And Bayesian Methods For Hackers Master
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1
Stan Cmdstanr Gpu Docker
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1
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling. GPU support using OpenCL is available.
Zeroinflatedpoisson Infer.net
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1
Simple demo of ZeroInflated Poisson (ZIP) model using Infer.NET framework
Mccube
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1
Markov Chain Cubature via JAX. Efficient SDE solving and Bayesian inference.
Extremevaluetheory
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1
A demonstration of performing Extreme Value Theory (EVT) using the Block Maxima method with Bayesian sampling in Julia.
Bayesian Cognitive Modeling With Turing.jl
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1
Bayesian Cognitive Modeling with Turing.jl (Julia Programming Language)
Randomizedtest
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1
Demo of Randomized Response model (Infer.NET)
Bayes_for_hackers
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1
Delimiterfinder
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1
Python package for probabilistic delimiter detection.
Stan Docker
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1
A Docker image to run Stan, rstanarm, and brms for Bayesian statistical modelling
Awesome Sciml
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1
Awesomespatialtemporalscientificmachinelearni Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included.
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