mljs-bot

Orchestrate ML pipelines

Regression algorithms

Machine learning tools

Matrix manipulation and computation library

Various method to process spectra

Compute the euclidean distance between two vectors

JavaScript implementation of the XORSHIFT-ADD (XSadd) pseudo random number generator

Choose randomly from a selection of elements

Distance and similarity functions to compare vectors

Find the nearest point to a sample point

K-Means clustering

Curve fitting method in javascript

Compares two spectra using a tree similarity

Simple Linear Regression

Multivariate linear regression

Polynomial Regression

Power regression

Matrix convolution: It offers the direct and the fourier transform convolution

Base class for regression modules

Principal component analysis

Robust polynomial regression using LMedS

Hierarchical clustering algorithms

Exponential Regression

CART decision tree algorithm

Random forest for classification and regression

Theil-Sen regression

Fit a model to noisy data by excluding outliers. This is an implementation of the RANSAC algorithm.

Polynomial Regression 2D

Generate various peak shapes

Fit spectra using gaussian or lorentzian

The peak picking routines for 2D arrays. This library looks for the local maxima of the given input matrix. The input matrix has to be specified as a single vector.

Get and apply affine transform to 2D points.

Algorithm for finding shortest paths in a weighted graph with positive or negative edge weights (but with no negative cycles)

Global Spectral Deconvolution

Direct - DIviding RECTangles optimization algorithm

Process data in the form of {x:[], y:[]}

Sparse matrix library

Confusion matrix for supervised classification

Rolling ball baseline correction

JavaScript implementation of the CONREC contouring algorithm

Iterative regression based baseline correction

Baseline correction using adaptive iteratively reweighted penalized least

non-negative Generalized Morphological Component Analysis

Fast Combinatorial Non-negative Least Squares

A JavaScript emulator of the TreeSet Java class

Savitzky–Golay filter in Javascript

Partial least squares library

Binary classifier system for multiple categories

Find anomalies in a set of data using the isolation forest algorithm

Extracts the isolated sub-blocs of matrix

Iris flower data set

it performs a linear sum assignment even if the cost matrix is rectangular.

Calculate directional distribution from points

Non-Negative Least-Squares