https://github.com/yrosseel/lavaan

an R package for structural equation modeling and more

factor-analysis growth-curve-models latent-variables missing-data multilevel-models multivariate-analysis path-analysis psychometrics statistical-modeling structural-equation-modeling

Last synced: 21 Oct 2025

https://github.com/olivercliff/pyspi

Comparative analysis of pairwise interactions in multivariate time series.

complex-networks complex-systems multivariate-analysis multivariate-timeseries pairwise-interactions time-series time-series-analysis

Last synced: 10 Apr 2025

https://github.com/DynamicsAndNeuralSystems/pyspi

Comparative analysis of pairwise interactions in multivariate time series.

complex-networks complex-systems multivariate-analysis multivariate-timeseries pairwise-interactions time-series time-series-analysis

Last synced: 04 Apr 2025

https://github.com/pycroscopy/atomai

Deep and Machine Learning for Microscopy

deep-kernel-learning deep-learning electron-microscopy ensemble-learning fully-convolutional-networks google-colaboratory imaging jupyter-notebook machine-learning materials materials-science microscopy multivariate-analysis pytorch scanning-probe-microscopy semantic-segmentation variational-autoencoders

Last synced: 04 Apr 2025

https://github.com/juba/explor

Interfaces for Multivariate Analysis in R

cran htmlwidgets multivariate-analysis r shiny

Last synced: 06 Apr 2025

https://github.com/olivertomic/hoggorm

Explorative multivariate statistics in Python

chemometrics explorative-statistics multivariate-analysis multivariate-statistics partial-least-squares-regression principal-component-analysis statistics

Last synced: 21 Oct 2025

https://github.com/paucablop/chemotools

Integrate your chemometric tools with the scikit-learn API 🧪 🤖

artificial-intelligence autoencoders chemometrics deep-learning hacktoberfest ir-spectroscopy machine-learning multivariate-analysis nir-spectroscopy python raman-spectroscopy scikit-learn sklearn spectra spectroscopy

Last synced: 11 Mar 2026

https://github.com/mariarizzo/energy

energy package for R

distance-correlation energy multivariate-analysis r r-package statistics

Last synced: 13 Oct 2025

https://github.com/sinshu/numflat

A numerical computation library for C#

clustering dsp fft linear-algebra math matrix multivariate-analysis numerics vector

Last synced: 30 Jan 2026

https://github.com/lalvim/partialleastsquaresregressor.jl

Implementation of a Partial Least Squares Regressor

julia julia-language kernel-pls2 leastsquares linear-algorithm machine-learning machine-learning-algorithms multivariate-analysis nipals partial-least-squares-regression pls pls-mlj-model pls1 regression regression-algorithms regression-analysis regressor squares-regressor

Last synced: 27 Oct 2025

https://github.com/contextlab/timecorr

Estimate dynamic high-order correlations in multivariate timeseries data

dimensionality-reduction graph-theory multivariate-analysis network-dynamics timeseries

Last synced: 09 Apr 2025

https://github.com/preignition/multi-verse

lit-element components for fast and modular multivariate analysis

analytics chart crossfilter d3 d3v4 dataviz multivariate-analysis polymer-element universe

Last synced: 11 Jan 2026

https://github.com/mikewlcheung/metasem

metaSEM package

meta-analysis meta-analytic-sem missing-data multilevel-models multivariate-analysis r-package structural-equation-modeling structural-equation-models

Last synced: 19 Feb 2026

https://github.com/gulabpatel/timeseries

Arima, Sarima, LSTM, Prophet, DeepAR, Kats, Granger-causality, Autots

arima autoarima autots darts deepar fbprophet granger-causality holtwinters kats lstm moving-average multiple-time-series multivariate-analysis prophet sarima sarimax time-series timeseries

Last synced: 24 Oct 2025

https://github.com/corybrunson/ordr

manage ordinations and render biplots in a tidyverse workflow

biplot data-visualization dimension-reduction geometric-data-analysis grammar-of-graphics log-ratio-analysis multivariate-analysis multivariate-statistics ordination tidymodels tidyverse

Last synced: 12 Apr 2025

https://github.com/jbris/multivariate_analysis_examples

Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.

canonical-correlation-analysis concrete dimension-reduction dimensionality-reduction factor-analysis mds multivariate multivariate-analysis multivariate-data multivariate-distributions multivariate-linear-regression multivariate-regression multivariate-statistics nmds partial-least-squares partial-least-squares-regression pca pca-analysis pls redundancy-analysis

Last synced: 04 May 2025

https://github.com/computational-metabolomics/structtoolbox

R/Bioconductor package - STRUCT (STatistics in R Using Class Templates) Toolbox: An extensive set of data (pre-)processing and analysis methods and tools for metabolomics and other omics,

bioconductor-package dims lc-ms machine-learning metabolomics multivariate-analysis r-package statistics univariate

Last synced: 20 Feb 2026

https://github.com/tatevkaren/multivariate-statistics

Case Study in ranking U.S. cities based on a single linear combination of rating variables. Dimensionality techniques used in the analysis are Principal Component Analysis (PCA), Factor Analysis (FA), Canonical Correlation Analysis (CCA)

canonical-correlation-analysis dimensionality-reduction factor-analysis multivariate-analysis multivariate-statistics principal-component-analysis

Last synced: 11 Jul 2025

https://github.com/htpusa/scanoncorr

Sparse canonical correlation analysis

canonical-correlation-analysis matlab multivariate-analysis sparse-canonical-correlation variable-selection

Last synced: 27 Jul 2025

https://github.com/ivan-zhou/anomaly_detection

anomaly-detection autoencoder decoder deep-learning encoder encoder-decoder multivariate-analysis pca pca-analysis principal-component-analysis reconstruction

Last synced: 26 Sep 2025

https://github.com/aariq/chemhelper

Helper Functions For Dealing With GCMS and LCMS data from IonAnalytics

analytical-chemistry multivariate-analysis pls

Last synced: 29 Oct 2025

https://github.com/gastonstat/stat154

STAT 154: Modern Statistical Prediction and Machine Learning

classification-model clustering data-science machine-learning multivariate-analysis predictive-modeling principal-component-analysis statistical-learning statistics syllabus

Last synced: 23 Feb 2026

https://github.com/friendly/vis-mlm-book

Github repo for my in-progress book, "Visualizing Multivariate Data and Models in R"

dimension-reduction linear-regression manova multivariate-analysis visualization

Last synced: 04 Jul 2025

https://github.com/friendly/vis-mlm-tutorials

Tutorials on Visualizing Multivariate Linear Models in R

data-visualization multivariate-analysis r

Last synced: 13 Apr 2025

https://github.com/friendly/Vis-MLM

Tutorials on Visualizing Multivariate Linear Models in R

data-visualization multivariate-analysis r

Last synced: 02 Apr 2025

https://github.com/sukanyabag/microsoft-malware-detection

Advanced ML Case Study where we use ML algorithms to detect malware from a given piece of software.

knn-classifier logistic-regression machine-learning multivariate-analysis randomsearch-cv tsne-algorithm xgboost

Last synced: 25 Feb 2025

https://github.com/friendly/mvinfluence

Influence Measures and Diagnostic Plots for Multivariate Linear Models

multivariate-analysis multivariate-linear-regression r r-package statistics visualization

Last synced: 18 Sep 2025

https://github.com/benkeser/cvma

Cross-validation-based maximal associations

canonical-correlation-analysis cross-validation machine-learning multivariate-analysis stacked-ensembles

Last synced: 16 Aug 2025

https://github.com/nstarman/mvgkde

MultiVariate Gaussian Kernel Density Estimation

kernel-density-estimation multivariate-analysis

Last synced: 03 Sep 2025

https://github.com/friendly/Vis-MLM-tutorials

Tutorials on Visualizing Multivariate Linear Models in R

data-visualization multivariate-analysis r

Last synced: 15 Mar 2025

https://github.com/34j/colormap-complex

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

bivariate bivariate-analysis color colormap colour-science complex-analysis complex-numbers domain-coloring domain-colouring matplotlib multivariate multivariate-analysis

Last synced: 08 May 2025

https://github.com/benkeser/r2weight

Machine learning-based summaries of association with multivariate outcomes

cross-validation ensemble-learning multivariate-analysis prediction

Last synced: 03 Apr 2025

https://github.com/airdac/mva-bank_india

Multivariate Analysis of an Indian bank's dataset about loan paybacks in R. Team project from UPC's Master's Degree in Data Science

data-analysis data-science multivariate-analysis r upc

Last synced: 04 Mar 2025

https://github.com/cbhihe/smartcity_high-dim-statistical-learning

Multivariate statistical learning applied to high dimensional data

high-dimensional-data multivariate-analysis mva r smartcity statistical-modeling

Last synced: 12 Nov 2025

https://github.com/rafaelalvestech/petrobras-offshore-wells-anomaly-detection-control-charts

🛢️ Advanced anomaly detection system for Petrobras offshore wells using statistical control charts and machine learning on the 3W dataset. PIBIC Graduate Research 2025-2026 at CER-UFBA.

anomaly-detection control-charts data-science deep-learning machine-learning marimo mlflow multivariate-analysis offshore oil-gas optuna petrobras polars python pytorch scikit-learn shap statistical-process-control tensorflow time-series

Last synced: 07 Sep 2025

https://github.com/misterzurg/itmo_labs_methods_and_models_for_multivariate_data_analysis

😿 My labs from ITMO; Dis - M&MMSA

big-data-and-ml data-science itmo-labs machine-learning multivariate-analysis

Last synced: 13 Mar 2025

https://github.com/mljs/dataset-metadata

a class to manipulate metadata for statistical analysis

metadata multivariate-analysis

Last synced: 23 Feb 2025

https://github.com/alexym1/booklet

Multivariate exploratory data analysis in R

dimensionality-reduction multivariate-analysis r

Last synced: 19 Feb 2026

https://github.com/aariq/plantago-bace

Analyses from Orians et al. 2019 https://doi.org/10.1093/aob/mcz004

ggplot2 multivariate multivariate-analysis redundancy-analysis

Last synced: 17 Mar 2025

https://github.com/ganava4/smsets

A collection of simple parameter estimation and significance tests for the comparison of multivariate means and variation, covered in Chapters 4 and 5 of the book Multivariate Statistical Methods. A Primer. 5th edition.

box-m-test covariance-matrices hotelling-t2 hypothesis-testing levene-test multivariate-analysis multivariate-analysis-in-r one-way-manova penrose-distance statistical-estimation statistical-inference two-sample-t-test van-valen-test

Last synced: 19 Feb 2026

https://github.com/lukaseamus/dimrs

Data and R code accompanying article 10.1002/aqc.3814 in Aquatic Conservation: Marine and Freshwater Ecosystems.

aquatic-conservation artisanal-fisheries conservation-biology conservation-planning coral-conservation coral-morphology coral-reefs disturbance diversity evenness fishing management-strategies marine-biology marine-conservation marine-ecology marine-ecosystem marine-protected-area marine-reserve multivariate-analysis tidyverse

Last synced: 16 Feb 2026

https://github.com/latiefdatavisionary/multivariate-analysis-college-task

multivariate-analysis multivariate-data multivariate-distributions multivariate-linear-regression multivariate-polynomials multivariate-regression multivariate-statistics multivariate-testing multivariate-time-series multivariate-timeseries multivariate-timeseries-analysis

Last synced: 25 Jun 2025

https://github.com/erendurali/multivariate-analysis

Multivariate Analysis project of Spotify and Youtube, which made as a final project of Multivariate Analysis course

multivariate-analysis r statistical-analysis

Last synced: 09 Sep 2025

https://github.com/nemat-al/multivariate_data_analysis

Tasks for Multivariate Data Analysis Course @ ITMO University

data-analysis multivariate-analysis python

Last synced: 16 Mar 2025

https://github.com/pb319/segment-stream

A repository dedicated to the analysis of customer segmentation. This project aims to implement and evaluate various segmentation methodologies, drawing inspiration and techniques from current research in the field.

customer-segmentation hypothesis-testing jupyter-notebook kmeans-clustering matplotlib multivariate-analysis pandas plotly python regression-analysis regression-model seaborn sklearn statmodels

Last synced: 11 May 2025

https://github.com/cintia-shinoda/utfpr_emma

Especialização em Métodos Matemáticos Aplicados - UTFPR

applied-mathematics calculus chaotic-systems integer-linear-programming linear-programming linear-programming-solver mathematics matlab multivariate-analysis numerical-methods operational-research ordinary-differential-equations r time-series

Last synced: 10 Nov 2025

https://github.com/sawaira-iqbal/data-visualization-project-on-car-sales-data

Explore Sales Data Visualization with Interactive Charts & Insights! 📊 Uncover trends and patterns to drive smarter automotive decisions.

bivariate-analysis data-science data-visualization interactive-visualizations matplotlib multivariate-analysis numpy plotly python seaborn univariate-analysis

Last synced: 04 Sep 2025

https://github.com/jmaczan/ml-math

Mathematics for machine learning - notes, proofs and code

convolutional-neural-networks linear-algebra machine-learning machine-learning-mathematics math mathematics multivariate-analysis neural-networks notes optimization probability-theory statistics

Last synced: 07 Nov 2025

https://github.com/stas1f1/methods-and-models-for-multivariate-data-analysis

Completed tasks for the course on methods of mutivatiate data analysis, 1st year of masters, FDT ITMO

data-analysis multivariate-analysis python

Last synced: 10 Mar 2026

https://github.com/yousefmohammad/manova_model

using Multiple Analysis of Variance (MANOVA) for estimating different means of species of flower in iris dataset

iris iris-dataset manova multivariate-analysis paired-comparisons python scipy scipy-stats statistics statsmodels

Last synced: 30 Jun 2025

https://github.com/sciviews/exploreit

Exploratory Data Analysis in SciViews::R

multivariate-analysis r r-package sciviews statistical-methods

Last synced: 18 Mar 2025

https://github.com/saikrishnauppaluri/home-credit-default-risk

Home Credit Default Risk using LGBM

analysis homecredit lgbm multivariate-analysis

Last synced: 08 Apr 2025

https://github.com/kayannr/concho_snakes

Classification

ecm holdout-procedure multivariate-analysis r

Last synced: 16 Mar 2025

https://github.com/haimond/python-data-science-fundamentals

Python notebooks for data manipulation (Pandas/NumPy) and API workflows – from basics to practical examples.

advanced-analytics data data-structures data-visualization deepnote jupyter-notebook loop multivariate-analysis nba-stats numpy pandas-dataframe pie-chart probability statistics

Last synced: 01 Apr 2025

https://github.com/elvano22/demographic-service-correlation

canonical-correlation-analysis multivariate-analysis r

Last synced: 25 Mar 2025

https://github.com/ilke-kas/multivariate-data-analysis

A curated collection of R-based data analysis projects applying regression modeling, clustering, dimensionality reduction, multivariate statistics, and classification. Each project showcases practical data science techniques, interpretability, and domain insights using real-world and academic datasets.

classification data-analysis data-visualization dimensionality-reduction machine-learning multivariate-analysis r regression statistics

Last synced: 05 Oct 2025

https://github.com/artzaragozagithub/py--p1_foodapp

Customer Behaviour Analysis and Business Observations to Improve Relationships, Increase Sales and Services.

bivariate-analysis eda multivariate-analysis numpy-library pandas-library python-3 seaborn univariate-analysis

Last synced: 13 Oct 2025

https://github.com/mauriciovazquezm/multivariate_statistical_course_assignments_fall2024

Assignments repository for Fall 2024 Multivariate Methods course

copula lda logistic-regression multivariate-analysis pca r-programming

Last synced: 13 Oct 2025