This is our standard library for nonlinear analysis. Many of these functions are the same we use in our services. We do have additional methods that are not public but could be made available in a future release. If you are interested in learning more, attending our workshops or webinars or using our data analysis services please contact bmchnon…

Implementation of our ICCV 2017 paper: MIHash - Hashing with Mutual Information

Matlab code to compute entropy, conditional entropy, mutual information, channel capacity, and rate distortion.

Code for papers "Hashing with Mutual Information" (TPAMI 2019) and "Hashing with Binary Matrix Pursuit" (ECCV 2018)

Mutual Information measures using kNN for both continuous and categorical (discrete) variables [Matlab code]

A package to compute and test the significance of linear dependence between multiple autocorrelated time series.

Image Compression using Singular Value Decomposition (SVD) in MATLAB.

nonlinear correlation search on long time series

The Information & Mutual Information Ratio For Counting Image Local Features and Their Matches

Matlab based work that Explores several facets of entropy and mutual information

Mutual Information Algorithm

Channel capacity of Inverse Gaussian channel

Repository for the mutualInfo MATLAB function, a custom function to quickly calculate the mutual information of two images.

This project focuses on analyzing gene expression data from TCGA cancer data to derive associations among genes as well as disease phenotypes, co-expression signatures, and survival analysis.

Mutual information least-dependent component analysis

Mutual Information of Relay Channel

Exploring the Information Content of Glioma Differentiation using SDEs

This Repo contain a set scripts with a PCM-PAM, Entropy and Mutual Information of a message, Calculator for a Link-Antenna, Fano Coding and Huffman Coding.

This is where I play and learn about machine learning applications.