ml.js

Repositories

• spectra-processing

  Various methods to help spectra processing
  JavaScript MIT 7 0 0 0 Updated Feb 10, 2021

• array

  Functional utilities to transform and compute stats on arrays
  JavaScript MIT 6 10 1 0 Updated Feb 10, 2021

• performance
  JavaScript MIT 1 3 0 1 Updated Feb 9, 2021

• ml-rolling-ball-baseline

  rolling ball baseline correction
  JavaScript MIT 1 0 3 0 Updated Feb 9, 2021

• matrix-peaks-finder
  JavaScript MIT 1 0 1 0 Updated Feb 8, 2021

• .github
  0 0 0 0 Updated Feb 5, 2021

• peak-shape-generator

  Generate peak shape
  JavaScript MIT 2 0 1 0 Updated Feb 2, 2021

• matrix

  Matrix manipulation and computation library

  javascript machine-learning matrix ml travis-image travis-url
  JavaScript MIT 32 183 9 1 Updated Jan 27, 2021

• global-spectral-deconvolution

  Global Spectra Deconvolution + Peak optimizer
  JavaScript MIT 4 5 4 1 Updated Jan 21, 2021

• spectra-fitting
  JavaScript MIT 2 0 3 0 Updated Jan 21, 2021

• pls

  PLS regression algorithm
  JavaScript MIT 2 5 2 0 Updated Jan 14, 2021

• regression-simple-linear

  Simple Linear Regression
  JavaScript MIT 5 12 0 0 Updated Jan 7, 2021

• levenberg-marquardt

  Curve fitting method in javascript

  curve fitting curve-fitting levenberg-marquardt
  JavaScript MIT 10 54 9 (1 issue needs help) 1 Updated Dec 20, 2020

• ml

  Machine learning tools in JavaScript

  javascript machine-learning ml
  JavaScript MIT 187 2,024 20 0 Updated Dec 7, 2020

• airpls

  Baseline correction using adaptive iteratively reweighted penalized least squares
  JavaScript MIT 1 2 0 0 Updated Dec 1, 2020

• savitzky-golay-generalized

  General Least-Squares Smoothing and Differentiation by the Convolution (Savitzky-Golay) Method Peter A. Gorry
  JavaScript MIT 2 8 0 1 Updated Nov 19, 2020

• random-forest

  Random forest for classification and regression.
  JavaScript MIT 12 39 7 0 Updated Nov 15, 2020

• direct-optimization
  JavaScript MIT 1 0 9 0 Updated Nov 6, 2020

• statistics
  JavaScript MIT 2 2 0 0 Updated Oct 28, 2020

• fft
  JavaScript MIT 1 6 4 0 Updated Oct 27, 2020

• matrix-convolution
  JavaScript MIT 1 1 0 0 Updated Oct 27, 2020

• pcr
  JavaScript MIT 0 1 0 1 Updated Oct 19, 2020

• decision-tree-cart

  Decision trees using CART implementation
  JavaScript MIT 17 15 1 0 Updated Oct 18, 2020

• anova

  Analysis of variance

  anova
  TypeScript MIT 1 1 0 0 Updated Oct 12, 2020

• nGMCA

  A tool for Non-negative matrix factorization
  JavaScript MIT 0 0 2 0 Updated Oct 10, 2020

• xsadd

  JavaScript implementation of the XORSHIFT-ADD (XSadd) pseudo random number generator
  TypeScript 0 2 0 0 Updated Oct 10, 2020

• umap
  JavaScript MIT 0 0 1 0 Updated Oct 9, 2020

• simple-clustering

  Extracts the isolated sub-blocs of a binary matrix
  JavaScript 2 0 2 0 Updated Oct 9, 2020

• regression

  Regression algorithms
  JavaScript MIT 7 35 11 0 Updated Sep 24, 2020

• dataset

  dataset for multivariate analysis
  JavaScript 1 3 0 3 Updated Sep 4, 2020