ml.js

Repositories

• peak-shape-generator

  Generate various peak shapes.
  JavaScript MIT 2 0 2 0 Updated Jul 30, 2021

• decision-tree-cart

  Decision trees using CART implementation
  JavaScript MIT 18 15 2 1 Updated Jul 30, 2021

• spectra-processing

  Various methods to help spectra processing
  JavaScript MIT 7 0 0 0 Updated Jul 28, 2021

• ml-roc-multiclass
  JavaScript MIT 0 0 8 0 Updated Jul 23, 2021

• performance
  JavaScript MIT 1 3 0 2 Updated Jul 22, 2021

• .github
  0 0 0 0 Updated Jul 13, 2021

• logistic-regression
  JavaScript MIT 5 13 4 0 Updated Jul 12, 2021

• savitzky-golay

  Savitzky–Golay filter
  TypeScript MIT 4 26 2 0 Updated Jul 9, 2021

• levenberg-marquardt

  Curve fitting method in JavaScript

  curve fitting curve-fitting levenberg-marquardt
  JavaScript MIT 11 55 10 (1 issue needs help) 1 Updated Jun 25, 2021

• histogram-stats
  JavaScript MIT 2 0 1 0 Updated Jun 22, 2021

• global-spectral-deconvolution

  Global Spectra Deconvolution + Peak optimizer
  JavaScript MIT 5 5 4 1 Updated Jun 18, 2021

• dataset-metadata

  a class to manipulate metadata for statistical analysis

  metadata multivariate-analysis
  JavaScript MIT 0 1 0 4 Updated Jun 11, 2021

• ml

  Machine learning tools in JavaScript

  javascript machine-learning ml
  JavaScript MIT 202 2,137 21 1 Updated Jun 10, 2021

• regression-polynomial

  Polynomial Regression
  JavaScript MIT 2 4 1 0 Updated Jun 10, 2021

• fcnnls

  Fast Combinatorial Non-negative Least Squares
  JavaScript MIT 2 3 1 1 Updated May 17, 2021

• nmf

  Non-negative Matrix Factorization (NMF)
  JavaScript MIT 2 2 1 5 Updated May 12, 2021

• regression-exponential

  Exponential Regression
  JavaScript MIT 2 1 0 0 Updated May 10, 2021

• dataset

  dataset for multivariate analysis
  JavaScript 1 3 0 3 Updated May 9, 2021

• conrec

  JavaScript implementation of the CONREC contouring algorithm
  JavaScript MIT 1 5 2 0 Updated May 9, 2021

• kmeans

  K-Means clustering

  clustering kmeans
  JavaScript MIT 8 46 5 0 Updated Apr 29, 2021

• spectra-fitting
  JavaScript MIT 2 0 3 1 Updated Apr 24, 2021

• matrix

  Matrix manipulation and computation library

  javascript machine-learning matrix ml
  JavaScript MIT 38 208 11 1 Updated Apr 23, 2021

• floyd-warshall

  Algorithm for finding shortest paths in a weighted graph with positive or negative edge weights (but with no negative cycles)
  JavaScript MIT 2 3 1 0 Updated Apr 19, 2021

• pca

  Principal component analysis
  JavaScript MIT 21 75 3 0 Updated Apr 12, 2021

• matrix-peaks-finder
  JavaScript MIT 1 0 1 0 Updated Mar 24, 2021

• array

  Functional utilities to transform and compute stats on arrays
  JavaScript MIT 6 12 1 0 Updated Mar 24, 2021

• regression-base

  Base class for regression packages
  JavaScript MIT 2 0 0 0 Updated Mar 24, 2021

• airpls

  Baseline correction using adaptive iteratively reweighted penalized least squares
  JavaScript MIT 1 2 0 0 Updated Mar 24, 2021

• nGMCA

  A tool for Non-negative matrix factorization
  JavaScript MIT 0 0 2 0 Updated Mar 24, 2021

• rolling-ball-baseline

  rolling ball baseline correction
  JavaScript MIT 1 0 3 0 Updated Mar 24, 2021