There are 0 repository under lle topic.
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#
Genetic-algorithm-based optimisation of resonator dispersion for tailoring Kerr comb states of the Lugiato-Lefever Equation (LLE).
My notes for Prof. Klaus Obermayer's "Machine Intelligence 2 - Unsupervised Learning" course at the TU Berlin
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.
Project to learn a bit more about dimensionality reduction techniques
Comparison of the Stochastic Neighbor Embedding(SNE) and the t-distributed SNE algorithms
Applied Machine Learning (COMP 551) Course Project
Performing dimensionality reduction with various ML algorithms
Predicting the development of Psoriatic Arthritis using Feature Selection and Locally Linear 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.
ETH SLT exercise 1 - implement locally linear embedding (LLE)