ml.js

Repositories

nmf

Non-negative Matrix Factorization (NMF)

JavaScript MIT 2 2 1 2 Updated Aug 1, 2020

matrix

Matrix manipulation and computation library

javascript machine-learning matrix ml

JavaScript MIT 29 152 7 1 Updated Jul 28, 2020

generate-dataset

Generate synthetic datasets for testing

JavaScript MIT 2 2 4 9 Updated Jul 21, 2020

dataset-metadata

a class to manipulate metadata for statistical analysis

metadata multivariate-analysis

JavaScript MIT 0 1 0 2 Updated Jul 19, 2020

regression-exponential

Exponential Regression

JavaScript MIT 1 1 0 2 Updated Jul 17, 2020

pcr

JavaScript MIT 1 1 0 4 Updated Jul 17, 2020

dataset

dataset for multivariate analysis

JavaScript 1 2 0 3 Updated Jul 16, 2020

spectra-processing

Various methods to help spectra processing

JavaScript MIT 5 0 0 0 Updated Jul 14, 2020

global-spectral-deconvolution

Global Spectra Deconvolution + Peak optimizer

JavaScript MIT 3 4 1 0 Updated Jul 2, 2020

matrix-peaks-finder

JavaScript MIT 1 0 1 0 Updated Jun 30, 2020

ml

Machine learning tools in JavaScript

javascript machine-learning ml

JavaScript MIT 173 1,743 19 0 Updated Jun 2, 2020

optimize-lorentzian

JavaScript MIT 3 0 5 0 Updated May 19, 2020

logistic-regression

JavaScript MIT 2 9 2 0 Updated May 3, 2020

array

Functional utilities to transform and compute stats on arrays

JavaScript MIT 5 7 1 0 Updated Apr 17, 2020

fcnnls

Fast Combinatorial Non-negative Least Squares

JavaScript MIT 2 3 1 1 Updated Apr 15, 2020

savitzky-golay

Savitzky–Golay filter

JavaScript MIT 2 20 2 0 Updated Apr 14, 2020

savitzky-golay-generalized

General Least-Squares Smoothing and Differentiation by the Convolution (Savitzky-Golay) Method Peter A. Gorry

JavaScript MIT 2 8 0 0 Updated Apr 13, 2020

distance-matrix

Compute a distance-matrix based on a custom distance function

JavaScript MIT 0 1 0 0 Updated Apr 8, 2020

array-xy

Functional utilities for sets of points

JavaScript MIT 1 3 0 0 Updated Apr 1, 2020

levenberg-marquardt

Curve fitting method in javascript

curve fitting curve-fitting levenberg-marquardt

JavaScript MIT 10 47 8 (1 issue needs help) 1 Updated Mar 16, 2020

statistics

JavaScript MIT 0 1 1 0 Updated Mar 14, 2020

simulated-annealing

JavaScript MIT 1 2 0 1 Updated Mar 13, 2020

peak-shape-generator

Generate peak shape

JavaScript MIT 0 0 1 0 Updated Mar 10, 2020

direct-optimization

0 0 0 0 Updated Feb 27, 2020

curve-fitting

Levenberg Marquardt curve-fitting: minimize sum of weighted squared residuals

JavaScript MIT 6 14 1 0 Updated Feb 25, 2020

regression-polynomial

Polynomial Regression

JavaScript MIT 1 4 0 0 Updated Feb 25, 2020

convolution

Convolution using the FFT or direct algorithm.

JavaScript MIT 0 3 2 0 Updated Feb 14, 2020

zones

Utilities to deal with zones, array of object (from, to}

JavaScript MIT 0 0 0 0 Updated Feb 9, 2020

baseline-correction-regression

Iterative regression-based baseline correction

JavaScript MIT 1 0 0 1 Updated Feb 8, 2020

pls

PLS regression algorithm

JavaScript MIT 3 5 2 1 Updated Feb 5, 2020