Top 9 Python statistical-analysis Projects

PyMC

3 8,142 9.4 Python

Bayesian Modeling and Probabilistic Programming in Python
pycm

18 1,429 5.0 Python

Multi-class confusion matrix library in Python

Project mention: PyCM 4.0 Released: Multilabel Confusion Matrix Support | /r/coolgithubprojects | 2023-06-07

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.
bambi

5 1,009 7.9 Python

BAyesian Model-Building Interface (Bambi) in Python.

Project mention: Bayesian Structural Equation Modeling using blavaan | news.ycombinator.com | 2023-11-09

It is much less challenging with Bambi[1] and brms[2].
  [1] https://bambinos.github.io/bambi/

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)

leeger

8 46 7.7 Python

Instant stats for any fantasy football league.
kalmanpy

4 34 0.0 Python

Implementation of Kalman Filter in Python
STATS-PAL

7 23 0.0 Python

A relatively simple but powerful heuristic that can automate performance test result analysis by using powerful statistics.
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.
MTGO-Tracker

2 11 7.3 Python

MTGO-Tracker is an analytics tool used to process raw data for Magic: the Gathering Online. Players can import and parse log files created during online play and store resulting information into a local database for self-analysis.
lor_deck_statistics

1 0 0.0 Python

A simple script for card usage statistics for Legends of Runeterra

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).