multivariate-data

There are 1 repository under multivariate-data topic.

amices / mice
Multivariate Imputation by Chained Equations
chained-equations fcs imputation mice missing-data missing-values multiple-imputation multivariate-data
Language:R 491
firmai / mtss-gan
MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)
time-series synthetic-dataset-generation synthetic-data generative-adversarial-network multivariate-data multivariate-timeseries simulation finance adverserial stress-test model-validation similarity-measures
94
MTS-BenchMark / MvTS
Multivariate Time Series Repository
multi-step-forecasting multivariate-data multivariate-timeseries mvts pytorch-implementation single-step-forecasting
Language:Python 68
graemeleehickey / joineRML
R package for fitting joint models to time-to-event data and multivariate longitudinal data
longitudinal-data regression-models multivariate-longitudinal-data cox r-package survival joint-models rcpp armadillo biostatistics statistics clinical-trials multivariate-data multivariate-analysis prediction dynamic
Language:R 32
TobbeTripitaka / agrid
A grid for modelling, analyse, map and visualise multidimensional and multivariate data
python python3 spatial visualisation resolution grid multivariate-data agrid
Language:Python 20
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.
multivariate-analysis multivariate-regression multivariate-statistics multivariate-linear-regression multivariate-data multivariate multivariate-distributions concrete pca pca-analysis factor-analysis canonical-correlation-analysis redundancy-analysis partial-least-squares-regression partial-least-squares pls nmds mds dimension-reduction dimensionality-reduction
Language:Python 18
Aariq / holodeck
A Tidy Interface for Simulating Multivariate Data
multivariate-data simulating-multivariate-data simulated-data tidy-interface
Language:R 12
smn74 / MANOVA.RM
MANOVA.RM
multivariate-data resampling repeated-measures permutation
Language:R 11
albertopessia / Kpax3.jl
Bayesian bi-clustering of categorical data
bi-clustering mcmc-sampler bayesian-cluster-analysis clustering co-clustering population-genomics genomics categorical-data multivariate-data multivariate-analysis cluster-analysis
Language:Julia 8
AvaAvarai / VKD_Demo_Suite
Visual Knowledge Discovery demo tools for interactively visualizing, exploring, and identifying complex n-D data patterns in multivariate CSV data, to visualize machine learning classifier models.
data-science data-visualization knowledge-discovery knowledge-discovery-from-data machine-learning multidimensional-data python toolbox data-classification circular-coordinates parallel-coordinates glyphs general-line-coordinates lossless csv multivariate-data matplotlib opengl visualizing-embeddings
Language:Python 8
aravind-j / gglyph
Multivariate Data Visualization using Glyphs
visualization ggplot2 ggplot-extension rstats multivariate-data
Language:R 5
Aariq / PCA-vs-PLS
Research compendium for "Using the right tool for the job: understanding the difference between unsupervised and supervised analyses of multivariate ecological data."
multivariate-analysis multivariate-statistics multivariate-regression multivariate-data partial-least-squares-regression plsr-model pls-da pca pca-analysis principal-component-analysis principal-components-regression
Language:R 3
nunofachada / micompm
Multivariate independent comparison of observations
multivariate multivariate-data multivariate-distributions multivariate-observations non-parametric parametric-tests matlab matlab-toolbox octave octave-scripts octave-functions statistical-analysis statistical-data statistical-methods statistical-tests
Language:MATLAB 3
nunofachada / micompr
Multivariate independent comparison of observations.
micompr r-package r multivariate-observations multivariate multivariate-data multivariate-distributions statistical-tests statistical-analysis statistical-methods statistical-data parametric-tests non-parametric
Language:R 3
pegeler / mvrt
An R package to generate multivariate t-distributed random numbers
multivariate-data r r-package r-pkg random-number-generators
Language:C++ 3
AvaAvarai / Java-Parallel-Coordinates-Vis
Java Parallel Coordinates Visualization Tool, to visualize multidimensional/multivariate CSV data with Java Swing.
java java-swing data-science data-visualization parallel-coordinates parallel-coordinates-plot visualization-tools visualize-data machine-learning multidimensional-data multivariate-data
Language:Java 2
RossThorn / FCVS
Library for visualizing multivariate, temporal data in both Leaflet and Mapbox.
visualization multivariate-data dataviz d3 leaflet mapbox
Language:JavaScript 2
xavierkamp / tsForecastR
R package consisting of functions and tools to facilitate the use of traditional time series and machine learning models to generate forecasts on univariate or multvariate data. Different backtesting scenarios are available to identify the best performing models.
time-series-forecasting backtesting machine-learning univariate-data multivariate-data keras-lstm h2o-automl arima-model stl-model ets-model bsts
Language:R 2
Aariq / cupcakes-vs-muffins
Are cupcakes empirically different than muffins? Let's find out!
webscraping recipes data-wrangling multivariate-data
1
Andros-Spica / cerUB_tutorial
Tutorial showcasing the cerUB package for R (github.com/Andros-Spica/cerUB)
cerub-tutorial archaeology archaeological-science archaeological-remains archaeological-project r ceramics pottery petrography geochemistry database data-visualization data-analysis multivariate-analysis multivariate-data multivariate-statistics
Language:TeX 1
RuanBuys / bipl5
An R Package for Reactive Calibrated Axes PCA Biplots
biplots multivariate-data
Language:HTML 1
nunofachada / micompr-examples
Usage examples for the micompr R package
micompr multivariate multivariate-data manova statistical-tests statistical-analysis r
Language:R 0
spatiban / Computer-system-activity-analysis
Data analysis project to analyze user and system CPU Utilization time of the computer activity in the Delve lab of the University of Toronto
data-analysis multivariate-data sas university-of-toronto pca-analysis factor-analysis
Language:SAS 0
Andros-Spica / biplot2d3d
R package, creation of customizable biplots, both in two and three dimensions. Tested in Windows 7 and Mac OS X 10.9.5.
r r-package biplot biplots multivariate-statistics multivariate-data customizable-biplots data-visualization data-analysis
Language:R
crimslack / gmm_anomaly_detection
Production fault segmentation using Gaussian Mixture Models and unsupervised anomaly detection.
anomaly-detection clustering data-science gmm-clustering machine-learning manufacturing multivariate-data quality-control t-sne unsupervised-learning
Language:Python
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
Language:Jupyter Notebook
Leandroscholz / KDE_tutorial
Tutorial on how to plot multiple Kernel Density estimates of two dimensional data in the same plot
kernel-density-estimation data-visualization multivariate-data tutorials
Language:Jupyter Notebook
pcastellanoescuder / Covid19Explorer
Shiny Application for Exploring Multivariate COVID-19 Data
shiny covid-19 multivariate-data shinyapps dashboard interactive gui visualization
Language:R