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The Top 23 Probabilistic Programming Open Source Projects

Open source projects categorized as Probabilistic Programming
Categories > Programming Languages > Probabilistic Programming
Awesome Pytorch List ⭐ 14,715
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 3 months ago
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34most recent commit 4 days agopypi pyro-ppl} Downloads
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36most recent commit 14 days agopypi pymc3} Downloads
Pyprobml ⭐ 6,066
Python code for "Probabilistic Machine learning" book by Kevin Murphy
most recent commit 4 months ago
Markovjunior ⭐ 5,951
Probabilistic language based on pattern matching and constraint propagation, 153 examples
most recent commit a year ago
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28most recent commit 5 years agopypi Edward} Downloads
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51most recent commit 3 months agopypi tensorflow-probability} Downloads
Zhusuan ⭐ 2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
most recent commit 2 years ago
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26most recent commit 3 months agopypi numpyro} Downloads
Turing.jl ⭐ 1,925
Bayesian inference with probabilistic programming.
most recent commit 3 months ago
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21most recent commit 3 months agopypi orbit-ml} Downloads
Gen.jl ⭐ 1,758
A general-purpose probabilistic programming system with programmable inference
most recent commit 3 months ago
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
most recent commit 3 years ago
Boomfilters ⭐ 1,348
Probabilistic data structures for processing continuous, unbounded streams.
most recent commit 3 years ago
Uncertainty Baselines ⭐ 1,324
High-quality implementations of standard and SOTA methods on a variety of tasks.
total releases 6most recent commit 3 months ago
Pystan2 ⭐ 911
PyStan, the Python interface to Stan
most recent commit 3 years ago
Bayeslite ⭐ 828
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
most recent commit 4 years ago
Algorithm ⭐ 763
Algorithm is a library of tools that is used to create intelligent applications.
total releases 11most recent commit 4 years ago
Edward2 ⭐ 656
A simple probabilistic programming language.
dependent packages 2total releases 2most recent commit 4 months agopypi edward2} Downloads
Blackjax ⭐ 636
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
dependent packages 10total releases 21most recent commit 3 months agopypi blackjax} Downloads
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 3 years ago
Webppl ⭐ 506
Probabilistic programming for the web
dependent packages 5total releases 46most recent commit 5 years agonpm webppl} Downloads
Soss.jl ⭐ 401
Probabilistic programming via source rewriting
most recent commit a year ago
The 10 Most Depended On Probabilistic Programming Open Source Projects
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51latest release November 20, 2023most recent commit 3 months agopypi tensorflow-probability} Downloads
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36latest release March 15, 2022most recent commit 14 days agopypi pymc3} Downloads
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 4 days agopypi pyro-ppl} Downloads
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26latest release September 24, 2023most recent commit 3 months agopypi numpyro} Downloads
Blackjax ⭐ 636
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
dependent packages 10total releases 21latest release September 20, 2023most recent commit 3 months agopypi blackjax} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
Funsor ⭐ 224
Functional tensors for probabilistic programming
dependent packages 5total releases 11latest release January 23, 2023most recent commit 8 months agopypi funsor} Downloads
Webppl ⭐ 506
Probabilistic programming for the web
dependent packages 5total releases 46latest release March 31, 2019most recent commit 5 years agonpm webppl} Downloads
Bayesian Bandit.js ⭐ 42
Bayesian bandit implementation for Node and the browser.
dependent packages 5total releases 3latest release May 30, 2016most recent commit 7 years agonpm bayesian-bandit} Downloads
The 10 Latest Releases In Probabilistic Programming Open Source Projects
Pyroved ⭐ 41
Invariant representation learning from imaging and spectral data
total releases 10latest release November 30, 2023most recent commit 3 months ago
Bayes Toolbox ⭐ 88
bayes-toolbox
total releases 6latest release November 29, 2023most recent commit 4 months ago
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51latest release November 20, 2023most recent commit 3 months agopypi tensorflow-probability} Downloads
Schrodinger ⭐ 33
Give your cats a set of dice
dependent packages 5total releases 233latest release November 13, 2023most recent commit 5 months ago
Liesel ⭐ 31
A probabilistic programming framework
total releases 12latest release November 10, 2023most recent commit 4 months ago
Lightwood ⭐ 394
Lightwood is Legos for Machine Learning.
dependent packages 1total releases 201latest release October 26, 2023most recent commit 3 months agopypi lightwood} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Tablespoon ⭐ 38
🥄✨Time-series Benchmark methods that are Simple and Probabilistic
total releases 35latest release October 20, 2023most recent commit 6 months ago
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26latest release September 24, 2023most recent commit 3 months agopypi numpyro} Downloads
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