Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Probabilistic Programming Open Source Projects

Open source projects categorized as Probabilistic Programming
Categories > Programming Languages > Probabilistic Programming
Awesome Pytorch List ⭐ 14,103
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 4 months ago
Pyro ⭐ 8,131
Deep universal probabilistic programming with Python and PyTorch
dependent packages 74total releases 34most recent commit 13 days agopypi pyro-ppl} Downloads
Pymc ⭐ 7,801
Bayesian Modeling in Python
dependent packages 105total releases 36most recent commit 3 hours agopypi pymc3} Downloads
Markovjunior ⭐ 5,951
Probabilistic language based on pattern matching and constraint propagation, 153 examples
most recent commit 5 months ago
Pyprobml ⭐ 5,913
Python code for "Probabilistic Machine learning" book by Kevin Murphy
most recent commit 19 days ago
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28most recent commit 4 years agopypi Edward} Downloads
Probability ⭐ 3,982
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 289total releases 48most recent commit a day agopypi tensorflow-probability} Downloads
Zhusuan ⭐ 2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
most recent commit a year ago
Numpyro ⭐ 1,890
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 60total releases 24most recent commit 9 hours agopypi numpyro} Downloads
Turing.jl ⭐ 1,877
Bayesian inference with probabilistic programming.
most recent commit 8 days ago
Gen.jl ⭐ 1,745
A general-purpose probabilistic programming system with programmable inference
most recent commit 13 days ago
Orbit ⭐ 1,728
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21most recent commit 8 days agopypi orbit-ml} Downloads
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
most recent commit 2 years ago
Boomfilters ⭐ 1,348
Probabilistic data structures for processing continuous, unbounded streams.
most recent commit 3 years ago
Uncertainty Baselines ⭐ 1,293
High-quality implementations of standard and SOTA methods on a variety of tasks.
total releases 6most recent commit 7 days 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 3 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 ⭐ 654
A simple probabilistic programming language.
dependent packages 1total releases 2most recent commit 5 days agopypi edward2} Downloads
Blackjax ⭐ 563
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
most recent commit 6 days ago
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 2 years ago
Webppl ⭐ 506
Probabilistic programming for the web
dependent packages 4total releases 46most recent commit 4 years agonpm webppl} Downloads
Soss.jl ⭐ 401
Probabilistic programming via source rewriting
most recent commit 5 months ago
The 10 Most Depended On Probabilistic Programming Open Source Projects
Probability ⭐ 3,982
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 289total releases 48latest release August 04, 2023most recent commit a day agopypi tensorflow-probability} Downloads
Pymc ⭐ 7,801
Bayesian Modeling in Python
dependent packages 105total releases 36latest release March 15, 2022most recent commit 3 hours agopypi pymc3} Downloads
Pyro ⭐ 8,131
Deep universal probabilistic programming with Python and PyTorch
dependent packages 74total releases 34latest release July 29, 2023most recent commit 13 days agopypi pyro-ppl} Downloads
Numpyro ⭐ 1,890
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 60total releases 24latest release August 21, 2023most recent commit 9 hours agopypi numpyro} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 5total releases 278latest release June 29, 2022most recent commit 8 hours agopypi autofit} Downloads
Webppl ⭐ 506
Probabilistic programming for the web
dependent packages 4total releases 46latest release March 31, 2019most recent commit 4 years agonpm webppl} Downloads
Bayesian Bandit.js ⭐ 42
Bayesian bandit implementation for Node and the browser.
dependent packages 3total releases 3latest release May 30, 2016most recent commit 6 years agonpm bayesian-bandit} Downloads
Funsor ⭐ 224
Functional tensors for probabilistic programming
dependent packages 3total releases 11latest release March 21, 2022most recent commit a month agopypi funsor} Downloads
Gpjax ⭐ 315
Gaussian processes in JAX.
dependent packages 3total releases 36latest release July 05, 2022most recent commit 5 days agopypi GPJax} Downloads
Dnest4 ⭐ 56
Diffusive Nested Sampling
dependent packages 2total releases 1latest release October 23, 2019most recent commit 6 months agopypi dnest4} Downloads
The 10 Latest Releases In Probabilistic Programming Open Source Projects
Numpyro ⭐ 1,890
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 60total releases 24latest release August 21, 2023most recent commit 9 hours agopypi numpyro} Downloads
Probability ⭐ 3,982
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 289total releases 48latest release August 04, 2023most recent commit a day agopypi tensorflow-probability} Downloads
Pyro ⭐ 8,131
Deep universal probabilistic programming with Python and PyTorch
dependent packages 74total releases 34latest release July 29, 2023most recent commit 13 days agopypi pyro-ppl} Downloads
Orbit ⭐ 1,728
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21latest release January 29, 2023most recent commit 8 days agopypi orbit-ml} Downloads
Gpjax ⭐ 315
Gaussian processes in JAX.
dependent packages 3total releases 36latest release July 05, 2022most recent commit 5 days agopypi GPJax} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 5total releases 278latest release June 29, 2022most recent commit 8 hours agopypi autofit} Downloads
Lightwood ⭐ 384
Lightwood is Legos for Machine Learning.
dependent packages 1total releases 186latest release June 03, 2022most recent commit 18 hours agopypi lightwood} Downloads
Tablespoon ⭐ 38
🥄✨Time-series Benchmark methods that are Simple and Probabilistic
total releases 29latest release May 25, 2022most recent commit 3 months ago
Recsim_ng ⭐ 93
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems
total releases 5latest release April 25, 2022most recent commit a year ago
Popular Programming Languages Categories
Javascript
Python
Java
Typescript
Php
C Plus Plus
Ruby
C
C Sharp
Shell
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2023 Awesome Open Source.  All rights reserved.