ml.js

Repositories

• spectra-fitting
  HTML MIT 3 0 4 1 Updated Oct 15, 2020

• random-forest

  Random forest for classification and regression.
  JavaScript MIT 11 34 7 0 Updated Oct 15, 2020

• peak-shape-generator

  Generate peak shape
  JavaScript MIT 1 0 1 0 Updated Oct 14, 2020

• pcr
  JavaScript MIT 1 1 2 1 Updated Oct 15, 2020

• .github
  0 0 0 0 Updated Oct 14, 2020

• anova

  Analysis of variance

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

• matrix

  Matrix manipulation and computation library

  javascript machine-learning matrix ml
  JavaScript MIT 30 170 7 1 Updated Oct 12, 2020

• direct-optimization
  JavaScript MIT 1 0 6 0 Updated Oct 10, 2020

• nGMCA

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

• ml

  Machine learning tools in JavaScript

  javascript machine-learning ml
  JavaScript MIT 182 1,918 20 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

• spectra-processing

  Various methods to help spectra processing
  JavaScript MIT 6 0 0 0 Updated Oct 9, 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

• matrix-peaks-finder
  JavaScript MIT 1 0 1 1 Updated Oct 9, 2020

• ml-rolling-ball-baseline

  rolling ball baseline correction
  JavaScript MIT 1 0 0 0 Updated Oct 8, 2020

• global-spectral-deconvolution

  Global Spectra Deconvolution + Peak optimizer
  JavaScript MIT 3 4 1 0 Updated Oct 7, 2020

• array

  Functional utilities to transform and compute stats on arrays
  JavaScript MIT 6 10 1 0 Updated Oct 7, 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 Oct 5, 2020

• regression

  Regression algorithms
  JavaScript MIT 5 33 11 0 Updated Sep 24, 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 1 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 14 84 2 0 Updated Aug 4, 2020

• regression-exponential

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

• logistic-regression
  JavaScript MIT 3 9 2 0 Updated May 4, 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