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The Top 22 Python Machine Learning Probabilistic Programming Open Source Projects

Open source projects categorized as Python 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 ⭐ 8,330
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34most recent commit 7 days 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 21most recent commit 3 months agopypi orbit-ml} Downloads
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
Lightwood ⭐ 394
Lightwood is Legos for Machine Learning.
dependent packages 1total releases 201most recent commit 3 months agopypi lightwood} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55most recent commit 3 months agopypi gpjax} Downloads
Funsor ⭐ 224
Functional tensors for probabilistic programming
dependent packages 5total releases 11most recent commit 8 months agopypi funsor} Downloads
Mxfusion ⭐ 93
Modular Probabilistic Programming on MXNet
total releases 7most recent commit 5 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 5 years ago
Sppl ⭐ 56
Probabilistic programming system for fast and exact symbolic probabilistic inference
total releases 16most recent commit 2 years ago
Kessler ⭐ 32
A machine learning library for spacecraft collision avoidance
most recent commit a year ago
Liesel ⭐ 31
A probabilistic programming framework
total releases 12most recent commit 4 months ago
Gmm ⭐ 30
Variational Inference in Gaussian Mixture Model
most recent commit 3 years ago
Cgpm ⭐ 24
Library of composable generative population models which serve as the modeling and inference backend of BayesDB.
most recent commit 4 years ago
Odin Ai ⭐ 15
Orgainzed Digital Intelligent Network (O.D.I.N)
dependent packages 1total releases 6most recent commit 3 years agopypi odin-ai} Downloads
Zhusuan Jittor ⭐ 13
Zhusuan with backend Jittor
most recent commit 2 years ago
Mue ⭐ 10
A package for making MuE observation models in Edward2.
most recent commit 3 years ago
Outrank ⭐ 8
A Python library for efficient feature ranking and selection on sparse data sets.
most recent commit 3 months ago
Pymc Advi Hmc Demo ⭐ 5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
most recent commit 5 years ago
The 6 Most Depended On Python Machine Learning Probabilistic Programming Open Source Projects
Pyro ⭐ 8,330
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 7 days 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
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
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
The 10 Latest Releases In Python 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
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 ⭐ 8,330
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 7 days 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
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
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
Mxfusion ⭐ 93
Modular Probabilistic Programming on MXNet
total releases 7latest release May 30, 2019most recent commit 5 years ago
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