seaborn

statsmodels/statsmodels10.2K

Statistical toolkit

Provides a comprehensive set of statistical modeling tools and techniques for data analysis and interpretation in Python.

nedbat/coveragepy3K

Code analyzer

Measures code coverage during test execution

vega/altair9.4K

Visualization library

A declarative statistical visualization library for Python

pymc-devs/pymc8.8K

Bayesian modeler

A Python package for Bayesian statistical modeling and probabilistic programming

wesm/pydata-book22.4K

Data Analysis Tool

Materials and IPython notebooks for data analysis with Python

kozea/pygal2.7K

Charting library

A Python library for creating dynamic SVG charts.

pydantic/pydantic21.7K

Data Validator

A Python library for validating data using type hints and JSON Schema.

pgmpy/pgmpy2.8K

Bayesian network library

A Python package for working with Bayesian Networks and related models.

jwarmenhoven/islr-python4.3K

Machine Learning textbook

An implementation of selected chapters from the book on Machine Learning with Python code

sdv-dev/sdv2.4K

Data generator

A library for generating synthetic tabular data based on real-world patterns

ayush1997/visualize_ml198

Data explorer

A Python package for data analysis and visualization in machine learning

bukosabino/ta4.4K

Technical indicator library

A Python library for financial time series analysis and feature engineering using technical indicators

jakevdp/pythondatasciencehandbook43.4K

Data Science Handbook

An online guide and set of executable Jupyter notebooks providing an introduction to core libraries for data science in Python.

keon/algorithms24.1K

Algorithms library

A collection of Python implementations of various algorithms and data structures.

pinskylab/oceanadapt13

Marine distribution visualizer

A platform to visualize shifts in marine animal distributions using standardized data from fisheries surveys