TAPAS - Translational Algorithms for Psychiatry-Advancing Science

Matlab library for gradient descent algorithms: Version 1.0.1

Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.

Authors' implementation for "Designing Constrained Projections for Compressed Sensing: Mean Errors and Anomalies with Coherence", IEEE GlobalSIP 2018

Clustering and segmentation of heterogeneous functional data (sequential data) with regime changes by mixture of Hidden Markov Model Regressions (MixFHMMR) and the EM algorithm

This repository contains single-script files for mathematics and physics-related simulations in Matlab. Useful for students who are learning to program or for anyone in industry/research who needs a multi-purpose code for their particular job.

Clustering and segmentation of heteregeneous functional data (sequential data) by mixture of gaussian Hidden Markov Models (MixFHMMs) and the EM algorithm

DECT-CLUST: DECT image clustering and application to HNSCC tumor segmentation

A simple spam classifier using SVM with a linear kernel.

Naive Bayes Classifier in MatLab/Octave.

Code implementations of the methods discussed in Generalized Fiducial Inference on Differentiable Manifolds by A. Murph, J. Hannig, and J. Williams.

MATLAB codes for paper: Tractable Maximum Likelihood Estimation for Latent Structure Influence Models with Applications to EEG & ECoG processing