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The Top 23 Machine Learning Probabilistic Programming Open Source Projects

Open source projects categorized as Machine Learning Probabilistic Programming
Categories > Machine Learning > Machine Learning
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 a day agopypi pyro-ppl} Downloads
Pyprobml ⭐ 6,066
Python code for "Probabilistic Machine learning" book by Kevin Murphy
most recent commit 4 months 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
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
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
Edward2 ⭐ 656
A simple probabilistic programming language.
dependent packages 2total releases 2most recent commit 4 months agopypi edward2} Downloads
Lightwood ⭐ 394
Lightwood is Legos for Machine Learning.
dependent packages 1total releases 201most recent commit 3 months agopypi lightwood} Downloads
Measuretheory.jl ⭐ 377
"Distributions" that might not add to one.
most recent commit 8 months ago
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55most recent commit 3 months agopypi gpjax} Downloads
Stheno.jl ⭐ 327
Probabilistic Programming with Gaussian processes in Julia
most recent commit 6 months ago
Hakaru ⭐ 293
A probabilistic programming language
most recent commit 2 years ago
Funsor ⭐ 224
Functional tensors for probabilistic programming
dependent packages 5total releases 11most recent commit 8 months agopypi funsor} Downloads
Turingtutorials ⭐ 222
Educational material and tutorials for the Turing language
most recent commit 3 months ago
Mbmlbook ⭐ 183
Sample code for the Model-Based Machine Learning book.
most recent commit 3 years ago
Metaprob ⭐ 162
An embedded language for probabilistic programming and meta-programming.
most recent commit 2 years ago
Forneylab.jl ⭐ 134
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
most recent commit a year ago
The 9 Most Depended On Machine Learning 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
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit a day agopypi pyro-ppl} Downloads
Funsor ⭐ 224
Functional tensors for probabilistic programming
dependent packages 5total releases 11latest release January 23, 2023most recent commit 8 months agopypi funsor} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
Edward2 ⭐ 656
A simple probabilistic programming language.
dependent packages 2total releases 2latest release May 06, 2021most recent commit 4 months agopypi edward2} Downloads
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28latest release January 22, 2018most recent commit 5 years agopypi Edward} Downloads
Odin Ai ⭐ 15
Orgainzed Digital Intelligent Network (O.D.I.N)
dependent packages 1total releases 6latest release June 07, 2020most recent commit 3 years agopypi odin-ai} Downloads
Lightwood ⭐ 394
Lightwood is Legos for Machine Learning.
dependent packages 1total releases 201latest release October 26, 2023most recent commit 3 months agopypi lightwood} Downloads
Orbit ⭐ 1,776
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 3 months agopypi orbit-ml} Downloads
The 10 Latest Releases In Machine Learning Probabilistic Programming Open Source Projects
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
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
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit a day agopypi pyro-ppl} Downloads
Orbit ⭐ 1,776
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 3 months agopypi orbit-ml} Downloads
Funsor ⭐ 224
Functional tensors for probabilistic programming
dependent packages 5total releases 11latest release January 23, 2023most recent commit 8 months agopypi funsor} Downloads
Sppl ⭐ 56
Probabilistic programming system for fast and exact symbolic probabilistic inference
total releases 16latest release March 22, 2022most recent commit 2 years ago
Edward2 ⭐ 656
A simple probabilistic programming language.
dependent packages 2total releases 2latest release May 06, 2021most recent commit 4 months agopypi edward2} Downloads
Uncertainty Baselines ⭐ 1,324
High-quality implementations of standard and SOTA methods on a variety of tasks.
total releases 6latest release July 27, 2020most recent commit 3 months ago
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