locally-linear-embedding

Here are 10 public repositories matching this topic...

gionanide / Speech_Signal_Processing_and_Classification

Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem employing speech or audio (e.g., music). Here, we are interesting in voice disorder classification. That is, to develop two-class classifiers, which can…

nlp classifier natural-language-processing feature-extraction nltk gaussian-mixture-models support-vector-machines mfcc principal-component-analysis speech-processing linear-discriminant-analysis isomap spectral-clustering long-short-term-memory kernel-pca spectral-embedding locally-linear-embedding linear-prediction-coefficients speech-utterance

Updated Mar 3, 2023
Python

drewwilimitis / Manifold-Learning

Star

Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)

python dimensionality-reduction manifold-learning isomap multidimensional-scaling spectral-embedding laplacian-eigenmaps locally-linear-embedding

Updated Mar 5, 2020
Jupyter Notebook

bghojogh / Generative-LLE

Star

The code for Generative Locally Linear Embedding (GLLE).

generative-model factor-analysis variational-inference probabilistic-pca locally-linear-embedding

Updated Nov 4, 2021
Python

OguzhanUlucan / Image-Fusion-Through-Linear-Embeddings-IEEE-ICIP-21

Star

Official code of Image Fusion Through Linear Embeddings (IEEE ICIP 21)

matlab image-processing ieee hdri image-fusion image-enhancement locally-linear-embedding multi-exposure-fusion icip2021

Updated Nov 11, 2021
MATLAB

bghojogh / Locally-Linear-Image-Structural-Embedding

Star

The code for Locally Linear Image Structural Embedding (LLISE) and Kernel LLISE

kernel-methods ssim locally-linear-embedding structural-similarity-index

Updated Jun 12, 2020
Python

mpolinowski / manifold-learning-for-image-segmentation

Star

Use Manifold Learning, Mapping and Discriminant Analysis to Visualize Image Datasets

python scikit-learn image-segmentation principal-component-analysis isomap fisher-discriminant-analysis locally-linear-embedding

Updated Apr 15, 2023
Jupyter Notebook

mohammad95labbaf / UMAP_breast_cancer

Star

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.