Unsupervised Extreme Learning Machine(ELM) is a non-iterative algorithm used for feature extraction. This method is applied on the IRIS Dataset for non-linear feature extraction and clustering using k-means, Self Organizing Maps(Kohonen Network) and EM Algorithm

Accucopy is a computational method that infers Allele-Specific Copy Number alterations from low-coverage low-purity tumor sequencing data.

Term 1 Project 3 Design a Sign Language Recognition System by Luke Schoen for Udacity Artificial Intelligence Nanodegree (AIND)

Python wrapper for R's Mclust algorithm: Gaussian model-based clustering with automatic model selection via BIC

Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery

Comprehensive OOP Python-implemented pipeline for analyzing single-cell RNA-seq data, integrating dimensionality reduction, clustering, and visualization to identify distinct cellular states.

Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery

Parametric PDE discovery using UBIC (uncertainty-penalized Bayesian information criterion)

The project involves the analysis and forecasting of time series on financial data.

University Project: using linear regression models to predict secondary market car prices based on a series of features. We will apply variable selection techniques and optimisation in attempt to build the best predictive model.

Sign Language Recognizer

This repository contains a Python script performing AIC & BIC model comperison algorithms.

End-to-End Python implementation of Christodoulides's (2026) interpretable forensic decision-support engine for institutional procurement integrity. Implements: graph-based supplier entity resolution, robust IQR standardization, Gaussian Mixture Model regime extraction, and a decomposable PHI composite score for prioritized audit triage.

PyMC source program to determine the number of clusters in multi-dimensional data by WBIC.

A Python package implementing informational complexity (ICOMP) criteria for regression models

Compound photoreceptor sensitivity fitting — RMSE, log-likelihood, and BIC model comparison for spectral measurements

Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery

PDE discovery using UBIC (uncertainty-penalized Bayesian information criterion)

Estimating common parameters of the distribution of a successive Random dilution. A comparative study.