mljs/ml

tiny binary search function with comparators

Get the maximum value in an array

Get the average value in an array

Get the median value in an array

Get the minimum value in an array

Get the most repeated value in an array

Normalize the values of a given array

Rescale an array into a range

Create an array with sequential numbers

Get the standard deviation in an array

Get the average value in an array

Get the variance in an array

Merge abscissa values if the ordinate value is in a list of centroids

Calculate covariance

Get the closest point for a specific abscissa value

Filter a XY array based on x values

Merge abscissa values on similar ordinates and keeps the abscissa with bigger ordinate value

Find the maximum ordinate value in a range of abscissas of a {x:[], y:[]}

Sort a set of point based on the abscissas values

Merge abscissa values on similar ordinates and weight the group of abscissa

Get the closest point for a specific abscissa value

Function to sum the y values if the x values are equals. The x array has to be ordered.

Bit-array operations in JavaScript

CART decision tree algorithm

Confusion matrix for supervised classification

Cross validation utility for mljs classifiers

Distance and similarity functions to compare vectors

Compute a distance/similarity matrix

Fast Combinatorial Non-negative Least Squares

feedforward neural networks library

Global Spectra Deconvolution

Open addressing hash table

Hierarchical clustering algorithms

A factory for kernel functions

K-Means clustering

k-nearest neighbors algorithm

Curve fitting method in javascript

Matrix manipulation and computation library

Naive bayes library

non-negative Generalized Morphological Component Analysis

Function to fill an array in Javascript

Principal component analysis

Library providing tools to evaluate the performance of a classifier using for example ROC curves

Partial least squares library

Choose randomly from a selection of elements

Random forest for classification and regression

Regression algorithms

Savitzky–Golay filter

Sparse matrix library

modelscript is a javascript module with simple and efficient tools for data mining and data analysis in JavaScript. When modelscript used with ML.js, pandas-js, and numjs, you're left with the equivalent R/Python tool set in JavaScript.

modelscript is a javascript module with simple and efficient tools for data mining and data analysis in JavaScript. When modelscript used with ML.js, pandas-js, and numjs, you're left with the equialent R/Python toolset in JavaScript.

jskit-learn is a javascript module with simple and efficient tools for data mining and data analysis in JavaScript. When jskit-learn used with ML.js, pandas-js, and numjs, you're left with the equialent R/Python toolset in JavaScript.