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The Top 15 Data Science Probabilistic Programming Open Source Projects

Open source projects categorized as Data Science Probabilistic Programming
Categories > Data Processing > Data Science
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
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
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
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
Metaprob ⭐ 162
An embedded language for probabilistic programming and meta-programming.
most recent commit 2 years ago
Pyprobables ⭐ 104
Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.
dependent packages 1total releases 28most recent commit 3 months agopypi pyprobables} Downloads
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
Conjugate_prior ⭐ 51
Implementation of the conjugate prior table for Bayesian Statistics
total releases 29most recent commit 5 months ago
Tablespoon ⭐ 38
🥄✨Time-series Benchmark methods that are Simple and Probabilistic
total releases 35most recent commit 6 months ago
Pymc Data Umbrella ⭐ 23
Website: Data Umbrella & PyMC open source sessions
most recent commit a year ago
Probabilistic Programming Intro ⭐ 19
most recent commit 6 years ago
Sossmlj.jl ⭐ 12
SossMLJ makes it easy to build MLJ machines from user-defined models from the Soss probabilistic programming language
most recent commit 3 years ago
Pymc Advi Hmc Demo ⭐ 5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
most recent commit 5 years ago
The 4 Most Depended On Data Science 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
Edward2 ⭐ 656
A simple probabilistic programming language.
dependent packages 2total releases 2latest release May 06, 2021most recent commit 4 months agopypi edward2} Downloads
Pyprobables ⭐ 104
Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.
dependent packages 1total releases 28latest release June 01, 2023most recent commit 3 months agopypi pyprobables} 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
The 7 Latest Releases In Data Science 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
Tablespoon ⭐ 38
🥄✨Time-series Benchmark methods that are Simple and Probabilistic
total releases 35latest release October 20, 2023most recent commit 6 months ago
Pyprobables ⭐ 104
Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.
dependent packages 1total releases 28latest release June 01, 2023most recent commit 3 months agopypi pyprobables} Downloads
Conjugate_prior ⭐ 51
Implementation of the conjugate prior table for Bayesian Statistics
total releases 29latest release January 16, 2023most recent commit 5 months 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
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
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