isomap

Here are 48 public repositories matching this topic...

drewwilimitis / Manifold-Learning

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

gionanide / Speech_Signal_Processing_and_Classification

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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

saehm / DruidJS

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A JavaScript Library for Dimensionality Reduction

clustering matrix javascript-library pca dimensionality-reduction t-sne mds unsupervised-learning lle umap isomap fastmap ltsa

Updated Apr 6, 2026
JavaScript

wildart / ManifoldLearning.jl

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A Julia package for manifold learning and nonlinear dimensionality reduction

julia dimensionality-reduction lle diffusion-maps manifold-learning isomap

Updated Mar 2, 2024
Julia

tracy-talent / curriculum

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a repository for my curriculum project

nlp golang distributed-systems machine-learning reinforcement-learning tensorflow raft pca mapreduce lda svd ner isomap invertedindex bilstm-crf computational-theory chart-parser triangle-count

Updated Oct 4, 2022
Python

tejasnp163 / Dimensionality-Reduction-on-Wine-Dataset

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

fda eda pca-analysis pca t-sne lda lle isomap knn-classification kernel-pca laplacian-eigenmaps wine-dataset

Updated Nov 2, 2020
Jupyter Notebook

Pradnya1208 / Dimensionality-Reduction-Techniques

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The goal of this project is to understand and build various dimensionality reduction techniques.

random-forest pca dimensionality-reduction t-sne factor-analysis umap isomap

Updated Jan 13, 2022
Jupyter Notebook

majdjamal / manifold_learning

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Showcasing Manifold Learning with ISOMAP, and compare the model to other transformations, such as PCA and MDS.

machine-learning machine-learning-algorithms pca dimensionality-reduction preprocessing mds manifold principal-component-analysis manifold-learning isomap multidimensional-scaling non-linear-dimensionality-reduction dimensionality-reduction-algorithm

Updated Mar 22, 2021
Python

PyDimRed / PyDimRed

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A comparison between some dimension reduction algorithms

pca dimensionality-reduction dimension-reduction isomap spectral-embedding laplacian-eigenmaps random-projection

Updated Nov 1, 2018
Jupyter Notebook

matteo-serafino / dimensionality-reduction-package

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Python package for plug and play dimensionality reduction techniques and data visualization in 2D or 3D.

clustering pca dimensionality-reduction t-sne mds lda factor-analysis umap isomap kernel-pca truncated-svd

Updated Sep 14, 2024
Python

jasonfilippou / DimReduce

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Implementations of 3 linear and non-linear dimensionality reduction algorithms

pca dimensionality-reduction cca locality-sensitive-hashing principal-component-analysis manifold-learning isomap laplacian-eigenmaps stiefel-manifold manifold-learning-algorithms grassman-manifold

Updated Jan 12, 2021
Python

AniKar / AE_Vis

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Autoencoder model implementation in Keras, trained on MNIST dataset / latent space investigation.

autoencoder tsne keras-tensorflow isomap principal-component-analysis-pca linear-discriminant-analysis-lda latent-space-interpolation

Updated Jun 22, 2021
Python

bghojogh / MDS-SammonMapping-Isomap

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The code for Multidimensional Scaling (MDS), Sammon Mapping, and Isomap.

isomap multidimensional-scaling sammon-mapping

Updated Sep 18, 2020
Python

GioStamoulos / Kmers_Dataset_Generation_Regression_Clustering

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The generation of a kmers dataset that is associated with multiple gene sequences and the further manipulation of this generated dataset are the main contents of the current project.