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A JavaScript Library for Dimensionality Reduction.
Find the number of dimensions of an array
Dimensionality Reduction Block
Expand the shape of an array to a specified dimensionality by spreading its dimensions to specified dimension indices and inserting dimensions of size one for the remaining dimensions.
Javascript Dimensionality Reduction Library, built off of MiniMat.js
Helpers for visualizing distortion in nonlinear dimensionality reduction.
Return a read-only view of an input ndarray where the dimensions of the input ndarray are expanded to a specified dimensionality by spreading dimensions to specified dimension indices and inserting dimensions of size one for the remaining dimensions.
A JavaScript library for evaluating dimensionality reduction quality using Trustworthiness and Continuity metrics
A simple Auto Encoder typescript library for experimentation and dimensionality reduction. Supports automatic scaling.
flattens nested vertex data into a typed array
Dimensionality reduction methods
Custom metrics for AWS
Exploratory Data Analysis Tools
A lightweight data preprocessing library for cleaning datasets—handles missing values, duplicates, and feature correlations with ease.
B-spline interpolation
Radial Basis Function (RBF) interpolation
t-SNE implementation in JavaScript
Updated t-SNE implementation in TypeScript.
Evaluate n-Dimensional Non-Uniform Rational B-Splines (NURBS)
This is a clustergram implemented in D3.js. I started from the example http://bost.ocks.org/mike/miserables/ and added the following features