Multivariate Analysis Python Packages

process-improve

Python toolkit for analysis of industrial process data; multivariate analysis, designed experiments, process monitoring.

pyscarcopula

Python library for modelling complex multivariate dependencies using stochastic copulas

atomai

Deep and Machine Learning for Microscopy

colormap-complex

Complex / 2d multivariate bivariate colormap / Domain coloring for Matplotlib, Plotly etc. (pure-numpy)

mbpls

(Multiblock) Partial Least Squares Regression for Python

pi-oplsda

A high-performance, pythonic implementation of Orthogonal Partial Least Squares Discriminant Analysis (OPLS-DA), tailored for metabolomics and bioinformatics

mfte

MFTE (Multi Feature Tagger of English) Python is the Python version based on Le Foll's MFTE written in Perl. It is extended to include semantic tags from Biber (2006) and Biber et al. (1999), including other specific tags.

pyspi

Comparative analysis of pairwise interactions in multivariate time series.

hoggorm

Package for explorative multivariate statistics

timecorr

Estimate dynamic high-order correlations in multivariate timeseries data

mvgkde

MultiVariate Gaussian Kernel Density Estimation

scikit-extremes

A specialized Python library for sparse multivariate extreme value analysis, structure learning, and robust spectral measure estimation using extremal graphical models.

sekupy

Detergent for your dirty neuroimaging pipelines