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Multivariate Analysis Python Packages

Python packages with the GitHub topic multivariate-analysis. Sorted by relevance, with stars and monthly downloads.
pycroscopy
atomai

Deep and Machine Learning for Microscopy

13K 229 42
AANovokhatskiy
pyscarcopula

Python library for modelling complex multivariate dependencies using stochastic copulas

5K 2 0
DTUComputeStatisticsAndDataAnalysis
mbpls

(Multiblock) Partial Least Squares Regression for Python

1K 33 8
34j
colormap-complex

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

997 3 0
ContextLab
timecorr

Compute dynamic correlations, dynamic higher-order correlations, and dynamic graph theoretic measures in timeseries data

560 42 12
mshakirDr
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.

516 30 3
olivertomic
hoggorm

Explorative multivariate statistics in Python

438 80 25
DynamicsAndNeuralSystems
pyspi

Comparative analysis of pairwise interactions in multivariate time series.

369 252 34
KaikunXu
pi-oplsda

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

299 0 0
nstarman
mvgkde

MultiVariate Gaussian Kernel Density Estimation

171 3 0
kuslavicek
scikit-extremes

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

111 1 0
robbisg
sekupy

Detergent for your dirty neuroimaging pipelines

72 1 0
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