imDEV Files

Tools for multivariate data visualization, exploration and analysis.

Status: Alpha

Brought to you by: dgrapov

The interactive file manager requires Javascript. Please enable it or use sftp or scp.
You may still browse the files here.

Name	Modified	Size	InfoDownloads / Week
Parent folder
# 10 Conclusion.pdf	2012-08-25	253.6 kB	0
# 9 Machine-Learning.pdf	2012-08-25	1.1 MB	0
# 8 Predictive Modeling.pdf	2012-08-25	775.3 kB	0
# 7 Partial Least Squares.pdf	2012-08-25	1.0 MB	0
# 6 Principal Components Analysis.pdf	2012-08-25	1.3 MB	0
# 5 Complexity Reduction.pdf	2012-08-25	2.3 MB	0
# 4 Correlation and Cluster Analysis.pdf	2012-08-25	919.6 kB	0
# 3 Correlation and Regression.pdf	2012-08-25	1.1 MB	0
# 2 Dimensions of Data.pdf	2012-08-25	2.0 MB	0
# 1 Overview Lecture.pdf	2012-08-25	9.6 MB	0
Introduction to Multivariate Data Analysis and Visualization by Dmitry Grapov.pdf	2012-08-25	3.5 MB	0
Lectures pdf.zip	2012-08-25	15.3 MB	0
Totals: 12 Items		39.2 MB	0

Other Useful Business Software

The All-in-One Commerce Platform for Businesses - Shopify

Shopify offers plans for anyone that wants to sell products online and build an ecommerce store, small to mid-sized businesses as well as enterprise

Shopify is a leading all-in-one commerce platform that enables businesses to start, build, and grow their online and physical stores. It offers tools to create customized websites, manage inventory, process payments, and sell across multiple channels including online, in-person, wholesale, and global markets. The platform includes integrated marketing tools, analytics, and customer engagement features to help merchants reach and retain customers. Shopify supports thousands of third-party apps and offers developer-friendly APIs for custom solutions. With world-class checkout technology, Shopify powers over 150 million high-intent shoppers worldwide. Its reliable, scalable infrastructure ensures fast performance and seamless operations at any business size.

Learn More

Gen AI apps are built with MongoDB Atlas

The database for AI-powered applications.

MongoDB Atlas is the developer-friendly database used to build, scale, and run gen AI and LLM-powered apps—without needing a separate vector database. Atlas offers built-in vector search, global availability across 115+ regions, and flexible document modeling. Start building AI apps faster, all in one place.

Start Free

Recommended Projects

TOFSIMS
The tofsims project is an R/Bioconductor toolkit designed for processing, analyzing, and visualizing imaging mass spectrometry data from Time-of-Flight Secondary Ion Mass Spectrometry (ToF-SIMS) instruments. It supports importing raw and preprocessed data from popular instrument platforms (e.g....
Clustergrammer
Clustergrammer is a visualization library built using D3.js that enables intuitive interaction with high-dimensional data. Clustergrammer was built with biological data in mind. Clustergrammer is a web-based tool for visualizing high-dimensional data (e.g. a matrix) as an interactive and...
bayescount
A set of functions to allow analysis of count data (such as faecal egg count data) using Bayesian MCMC methods. Returns information on the possible values for mean count, coefficient of variation and zero inflation (true prevalence) present in the data. A complete faecal egg count reduction...
PocketAnalyzerPCA
PocketAnalyzerPCA combines a geometric algorithm for detecting pockets in proteins with Principal Component Analysis and clustering. This enables visualization and analysis of pocket conformational distributions of large sets of protein structures.
UMAP
Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualization similarly to t-SNE, but also for general non-linear dimension reduction. It is possible to model the manifold with a fuzzy topological structure. The embedding is found by...

imDEV Files

Tools for multivariate data visualization, exploration and analysis.

Get an email when there's a new version of imDEV