Python statistical-inference

Open-source Python projects categorized as statistical-inference
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Topics: Statistics Python Tensorflow Simulation Machine Learning
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Top 4 Python statistical-inference Projects

  • pgmpy

    Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

  • pyhf

    pure-Python HistFactory implementation with tensors and autodiff

  • WorkOS

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  • ppi_py

    A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

    • Project mention: Quant Research of the Week (5th Edition) | /r/quant | 2023-12-07

    Statistical ML Discovery: The article explores a machine learning package designed for accurate scientific discovery through statistical analysis. (2023-08-24, shares: 113.0)

  • generalized-additive-models

    Generalized Additive Models in Python.

    • Project mention: Generalized Additive Models (GAMs) in Python | news.ycombinator.com | 2023-11-03
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

What are some of the best open-source statistical-inference projects in Python? This list will help you:

Project Stars
1 pgmpy 2,617
2 pyhf 271
3 ppi_py 165
4 generalized-additive-models 13

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