dimensionality-reduction topic

Machine Learning notebooks for refreshing concepts.

maykulkarni

Dimensionality reduction in very large datasets using Siamese Networks

beringresearch

An R package implementing the UMAP dimensionality reduction method.

jlmelville

JavaScript implementation of UMAP

PAIR-code

Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen

yuki-koyama

An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)

machenslab

A New, Interactive Approach to Learning Data Science

PacktWorkshops

MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).

iqiukp

[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch

dimkastan

Self-Supervised Noise Embeddings (Self-SNE)

jgraving