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184

1.3k

mit

25

:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

ca mca mfa pca svd famd pandas python procrustes scikit-learn factor-analysis correspondence-analysis multiple-factor-analysis principal-component-analysis multiple-correspondence-analysis

Created 2016-10-22

415 commits to master branch, last one about a month ago

bibliometrix massimoaria

150

526

other

25

An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.

Created 2017-02-22

1,157 commits to master branch, last one 12 days ago

FSDA UniprJRC

39

85

eupl-1.1

20

Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European Un...

tclust box-cox clustering m-estimation s-estimation mm-estimation classification forward-search robust-clustering robust-estimation robust-regression robust-statistics visualization-tools mahalanobis-distance multivariate-analysis correspondence-analysis

Created 2019-09-24

7,431 commits to master branch, last one a day ago

visual-correspondence-XAI anguyen8

1

43

mit

4

Official code for NeurIPS 2022 paper https://arxiv.org/abs/2208.00780 Visual correspondence-based explanations improve AI robustness and human-AI team accuracy

xai explainable-ai interpretability correspondence-analysis

Created 2022-06-13

82 commits to main branch, last one 11 months ago

PCAworkshop aedin

12

40

mit

4

An introduction to matrix factorization and PCA and SVD.

pca svd single-cell correspondence-analysis dimensionality-reduction exploratory-data-analysis principal-component-analysis singular-value-decomposition

Created 2020-07-15

85 commits to master branch, last one about a year ago