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The Top 23 Jupyter Notebook Probabilistic Programming Open Source Projects

Open source projects categorized as Jupyter Notebook Probabilistic Programming
Categories > Data Processing > Jupyter Notebook
Categories > Programming Languages > Probabilistic Programming
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 4 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
Awesome Pytorch List Cnversion ⭐ 1,426
Awesome-pytorch-list 翻译工作进行中......
most recent commit 3 years ago
Edward2 ⭐ 656
A simple probabilistic programming language.
dependent packages 2total releases 2most recent commit 4 months agopypi edward2} Downloads
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 3 years ago
Monad Bayes ⭐ 389
A library for probabilistic programming in Haskell.
most recent commit 3 months ago
Turingtutorials ⭐ 222
Educational material and tutorials for the Turing language
most recent commit 3 months ago
Inferpy ⭐ 141
InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy
most recent commit a year ago
Recsim_ng ⭐ 93
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems
total releases 5most recent commit 2 years ago
Probai 2019 ⭐ 89
Materials of the Nordic Probabilistic AI School 2019.
most recent commit 4 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
Ergo ⭐ 82
A Python library for integrating model-based and judgmental forecasting
most recent commit 3 years ago
Probai 2021 ⭐ 69
Materials of the Nordic Probabilistic AI School 2021.
most recent commit 3 years ago
Sppl ⭐ 56
Probabilistic programming system for fast and exact symbolic probabilistic inference
total releases 16most recent commit 2 years ago
All That Likelihood With Pymc3 ⭐ 43
most recent commit 6 years ago
Probai 2021 Pyro ⭐ 42
Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)
most recent commit 2 years ago
Pymc3_oslo ⭐ 34
Probabilistic programming in Python workshop at Oslo universitetssykehus HF
most recent commit 8 years ago
Pm Pyro ⭐ 31
PyMC3-like Interface for Pyro
total releases 3most recent commit 4 years ago
Pymc Data Umbrella ⭐ 23
Website: Data Umbrella & PyMC open source sessions
most recent commit a year ago
Pymc Stochastic Process ⭐ 22
Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.
most recent commit 5 years ago
Turingbnpbenchmarks ⭐ 22
Benchmarks of Bayesian Nonparametric models in Turing and other PPLs
most recent commit 3 years ago
Pymc3_euss ⭐ 21
Course in Probabilistic Programming in Python for the 2018 EU Summer School
most recent commit 6 years ago
The 3 Most Depended On Jupyter Notebook 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
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 4 years agopypi Edward} Downloads
The 6 Latest Releases In Jupyter Notebook 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
Recsim_ng ⭐ 93
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems
total releases 5latest release April 25, 2022most recent commit 2 years ago
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
Pm Pyro ⭐ 31
PyMC3-like Interface for Pyro
total releases 3latest release November 20, 2019most recent commit 4 years 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 4 years agopypi Edward} Downloads
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