ml.js

Repositories

• nGMCA

  A tool for Non-negative matrix factorization
  JavaScript MIT 0 0 1 1 Updated Sep 30, 2020

• matrix

  Matrix manipulation and computation library

  javascript machine-learning matrix ml
  JavaScript MIT 29 169 7 1 Updated Sep 29, 2020

• ml

  Machine learning tools in JavaScript

  javascript machine-learning ml
  JavaScript MIT 178 1,777 20 1 Updated Sep 25, 2020

• global-spectral-deconvolution

  Global Spectra Deconvolution + Peak optimizer
  JavaScript MIT 3 4 1 0 Updated Sep 24, 2020

• optimize-lorentzian
  JavaScript MIT 3 0 5 0 Updated Sep 24, 2020

• regression

  Regression algorithms
  JavaScript MIT 5 33 11 0 Updated Sep 24, 2020

• array

  Functional utilities to transform and compute stats on arrays
  JavaScript MIT 6 8 1 1 Updated Sep 22, 2020

• spectra-processing

  Various methods to help spectra processing
  JavaScript MIT 5 0 0 0 Updated Sep 9, 2020

• pcr
  JavaScript MIT 1 1 0 4 Updated Sep 4, 2020

• dataset

  dataset for multivariate analysis
  JavaScript 1 2 0 3 Updated Sep 4, 2020

• nmf

  Non-negative Matrix Factorization (NMF)
  JavaScript MIT 2 2 1 3 Updated Sep 3, 2020

• generate-dataset

  Generate synthetic datasets for testing
  JavaScript MIT 2 2 4 2 Updated Aug 21, 2020

• statistics
  JavaScript MIT 1 1 0 0 Updated Aug 17, 2020

• dataset-metadata

  a class to manipulate metadata for statistical analysis

  metadata multivariate-analysis
  JavaScript MIT 0 1 0 0 Updated Aug 13, 2020

• knn

  A k-nearest neighboor classifier algorithm.
  JavaScript MIT 13 84 2 0 Updated Aug 4, 2020

• regression-exponential

  Exponential Regression
  JavaScript MIT 2 1 0 2 Updated Jul 17, 2020

• matrix-peaks-finder
  JavaScript MIT 1 0 1 0 Updated Jun 30, 2020

• logistic-regression
  JavaScript MIT 3 9 2 0 Updated May 3, 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 49 8 (1 issue needs help) 1 Updated Mar 16, 2020

• simulated-annealing
  JavaScript MIT 1 2 0 1 Updated Mar 12, 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 2 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