Open-source emulator to play original Xbox games on Windows, macOS, and Linux

A JavaScript Library for Dimensionality Reduction

A Julia package for manifold learning and nonlinear dimensionality reduction

Lugiato Lefever Equation Solver in Python/Julia

A Nintendo 3DS LLE emulator written in C#

My notes for Prof. Klaus Obermayer's "Machine Intelligence 2 - Unsupervised Learning" course at the TU Berlin

Genetic-algorithm-based optimisation of resonator dispersion for tailoring Kerr comb states of the Lugiato-Lefever Equation (LLE).

Implemented Locally Linear Embedding algorithm and some variants of LLE

Performed different tasks such as data preprocessing, cleaning, classification, and feature extraction/reduction on wine dataset.

Locally linear embedding (LLE) is a data visualisation technique based on local linearity.

SISA Architecture Emulator

Project to learn a bit more about dimensionality reduction techniques

Applied Machine Learning (COMP 551) Course Project

Performing dimensionality reduction with various ML algorithms

Comparison of the Stochastic Neighbor Embedding(SNE) and the t-distributed SNE algorithms

Dimensionality reduction

Graph embedding

This repository explores the interplay between dimensionality reduction techniques and classification algorithms in the realm of breast cancer diagnosis. Leveraging the Breast Cancer Wisconsin dataset, it assesses the impact of various methods, including PCA, Kernel PCA, LLE, UMAP, and Supervised UMAP, on the performance of a Decision Tree.