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The Top 23 Python Probabilistic Programming Open Source Projects

Open source projects categorized as Python Probabilistic Programming
Categories > Programming Languages > Probabilistic Programming
Awesome Pytorch List ⭐ 13,786
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit a month ago
Pyro ⭐ 7,839
Deep universal probabilistic programming with Python and PyTorch
dependent packages 42total releases 30most recent commit a day agopypi pyro-ppl} Downloads
Pymc ⭐ 7,406
Bayesian Modeling in Python
dependent packages 95total releases 36most recent commit a day agopypi pymc3} Downloads
Zhusuan ⭐ 2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
most recent commit 6 months ago
Numpyro ⭐ 1,707
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 27total releases 19most recent commit a day agopypi numpyro} Downloads
Orbit ⭐ 1,584
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 17most recent commit 2 months 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
Uncertainty Baselines ⭐ 1,184
High-quality implementations of standard and SOTA methods on a variety of tasks.
total releases 6most recent commit 6 days ago
Pystan2 ⭐ 911
PyStan, the Python interface to Stan
most recent commit 2 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
Blackjax ⭐ 507
BlackJAX is a sampling library designed for ease of use, speed and modularity.
most recent commit 17 hours ago
Pyprob ⭐ 366
A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch
total releases 16most recent commit a year ago
Lightwood ⭐ 340
Lightwood is Legos for Machine Learning.
dependent packages 1total releases 186most recent commit 5 days agopypi lightwood} Downloads
Mcx ⭐ 307
Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
total releases 1most recent commit 2 years ago
Problog ⭐ 213
ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
most recent commit 5 months ago
Funsor ⭐ 210
Functional tensors for probabilistic programming
dependent packages 3total releases 11most recent commit a month agopypi funsor} Downloads
Bayesloop ⭐ 127
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
most recent commit 3 months ago
Oryx ⭐ 112
Oryx is a library for probabilistic programming and deep learning built on top of Jax.
most recent commit 4 days ago
Ptstat ⭐ 107
Probabilistic Programming and Statistical Inference in PyTorch
most recent commit 6 years ago
Mxfusion ⭐ 93
Modular Probabilistic Programming on MXNet
total releases 7most recent commit 3 years ago
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
most recent commit 4 years ago
Pyprobables ⭐ 85
Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.
total releases 26most recent commit 3 months ago
Ergo ⭐ 82
A Python library for integrating model-based and judgmental forecasting
most recent commit 2 years ago
The 8 Most Depended On Python Probabilistic Programming Open Source Projects
Pymc ⭐ 7,406
Bayesian Modeling in Python
dependent packages 95total releases 36latest release March 15, 2022most recent commit a day agopypi pymc3} Downloads
Pyro ⭐ 7,839
Deep universal probabilistic programming with Python and PyTorch
dependent packages 42total releases 30latest release March 24, 2022most recent commit a day agopypi pyro-ppl} Downloads
Numpyro ⭐ 1,707
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 27total releases 19latest release July 04, 2022most recent commit a day agopypi numpyro} Downloads
Pyautofit ⭐ 49
PyAutoFit: Classy Probabilistic Programming
dependent packages 5total releases 278latest release June 29, 2022most recent commit 15 days agopypi autofit} Downloads
Funsor ⭐ 210
Functional tensors for probabilistic programming
dependent packages 3total releases 11latest release March 21, 2022most recent commit a month agopypi funsor} Downloads
Dnest4 ⭐ 56
Diffusive Nested Sampling
dependent packages 2total releases 1latest release October 23, 2019most recent commit 2 days agopypi dnest4} Downloads
Lightwood ⭐ 340
Lightwood is Legos for Machine Learning.
dependent packages 1total releases 186latest release June 03, 2022most recent commit 5 days agopypi lightwood} Downloads
Orbit ⭐ 1,584
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 17latest release April 28, 2022most recent commit 2 months agopypi orbit-ml} Downloads
The 10 Latest Releases In Python Probabilistic Programming Open Source Projects
Numpyro ⭐ 1,707
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 27total releases 19latest release July 04, 2022most recent commit a day agopypi numpyro} Downloads
Pyautofit ⭐ 49
PyAutoFit: Classy Probabilistic Programming
dependent packages 5total releases 278latest release June 29, 2022most recent commit 15 days agopypi autofit} Downloads
Liesel ⭐ 21
A probabilistic programming framework
total releases 1latest release June 17, 2022most recent commit 4 days ago
Lightwood ⭐ 340
Lightwood is Legos for Machine Learning.
dependent packages 1total releases 186latest release June 03, 2022most recent commit 5 days agopypi lightwood} Downloads
Tablespoon ⭐ 34
🥄✨Time-series Benchmark methods that are Simple and Probabilistic
total releases 29latest release May 25, 2022most recent commit 3 months ago
Orbit ⭐ 1,584
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 17latest release April 28, 2022most recent commit 2 months agopypi orbit-ml} Downloads
Pyro ⭐ 7,839
Deep universal probabilistic programming with Python and PyTorch
dependent packages 42total releases 30latest release March 24, 2022most recent commit a day agopypi pyro-ppl} Downloads
Sppl ⭐ 56
Probabilistic programming system for fast and exact symbolic probabilistic inference
total releases 16latest release March 22, 2022most recent commit 5 months ago
Funsor ⭐ 210
Functional tensors for probabilistic programming
dependent packages 3total releases 11latest release March 21, 2022most recent commit a month agopypi funsor} Downloads
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