Projects | Pedram Esmaeilpour

Projects

A selection of larger projects I have worked on.

Solving College Admissions at Scale An Integer Programming Approach

A review and implementation on the paper “College admissions with ties and common quotas Integer programming approach”. This project uses Pyomo framework to implement 9 different MILP formulations with College Admission problem, tested by generated data.

Learning Neural Networks

A collection of all projects and mini-projects developed in the field of neural networks, from MLP towards CNNs and GNNs.

Patch-based Image Denoising via Higher Order SVD

A near complete implementation of the method in the paper “Image Denoising using the Higher Order Singular Value Decomposition”.

Mini-Projects

Smaller projects and experiments.

Analysis and Classification of NF-ToN-IoT-V2 Dataset

Comparison of UMAP Variants for Dimension Reduction

Graph Clustering and Link Prediction

Primal-Dual Calculator with GUI

Simple Clustering on News Articles Passage

Skip List Implementation