D-CCA

Data analysis tool

An implementation of a method for analyzing high-dimensional datasets by decomposing correlations between multiple variables.

A Decomposition-based Canonical Correlation Analysis for High-dimensional Datasets (JASA-20 paper)

GitHub

11 stars
1 watching
10 forks
Language: Python
last commit: about 4 years ago
Linked from 1 awesome list

data-fusiondata-integrationhigh-dimensional-dataintegrative-analysismultiblock-structuresmultiview

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
irinagain/mixedccaSoftware package implementing sparse canonical correlation analysis for mixed data types20
pimentel/scca-bcAnalyzes data to identify linear relationships and groups them into clusters2
kosyoshida/tskccaA Matlab implementation of two-stage kernel canonical correlation analysis for feature selection and multiple component capture in machine learning6
pmb59/fccacA tool for analyzing covariance between sequencing datasets using Canonical Correlation Analysis0
supercowpowers/data_hackingA repository of interactive exercises and projects demonstrating the application of data analysis and machine learning techniques to security-related data sets.774
joergen7/cuneiformA distributed programming language for data analysis with automatic parallelization and integration of foreign tools232
klugem/watchdogA workflow management system for analyzing large-scale experimental data in bioinformatics13
cedadev/cisA suite of tools for comparing and analyzing diverse datasets used in earth sciences.45
wildart/tda.jlA Julia package for analyzing high-dimensional data by applying topological methods to understand complex relationships and patterns38
columbia-applied-data-science/rosettaTools and utilities for efficient data processing with a focus on text analysis.206
pachterlab/pccaA software project that performs statistical analysis on biological data using Principal Component Correlation Analysis (PCCA) and related methods.18
rshkarin/quanfimaA collection of useful functions for morphological analysis and visualization of 2D/3D data from various areas of material science.28
theresafewconors/sootyA tool designed to aid cybersecurity analysts in automating routine checks and enhancing their workflow1,364
dlang-community/d-scannerAnalyzes D source code for syntax, style, and security issues242
nathanepstein/doraAutomates exploratory data analysis in Python644