Top 7 statistical-inference Open-Source Projects

pgmpy

2 2,617 8.0 Python

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
covid19model

2 943 0.0 Stan

Code for modelling estimated deaths and cases for COVID19.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
pyhf

1 271 8.9 Python

pure-Python HistFactory implementation with tensors and autodiff
looper

2 235 7.3

A resource list for causality in statistics, data science and physics

Project mention: A resource list for causality in statistics, data science and physics | news.ycombinator.com | 2023-09-02

ppi_py

1 165 9.1 Python

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)

vimp

1 21 5.2 R

Perform inference on algorithm-agnostic variable importance (by bdwilliamson)
generalized-additive-models

1 13 7.0 Python

Generalized Additive Models in Python.

Project mention: Generalized Additive Models (GAMs) in Python | news.ycombinator.com | 2023-11-03

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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).