ml.js

Machine learning and numerical analysis tools in JavaScript for Node.js and the Browser

Pinned Repositories

distance
Distance functions to compare vectors
Language:TypeScript64 15 64
feedforward-neural-networks
A implementation of feedforward neural networks based on wildml implementation
Language:JavaScript29 14 73
kmeans
K-Means clustering
Language:TypeScript76 15 1214
knn
A k-nearest neighboor classifier algorithm.
Language:JavaScript135 11 928
levenberg-marquardt
Curve fitting method in JavaScript
Language:JavaScript70 19 3315
libsvm
LIBSVM for the browser and nodejs :fire:
Language:JavaScript82 7 2214
matrix
Matrix manipulation and computation library
Language:JavaScript348 16 7754
ml
Machine learning tools in JavaScript
Language:JavaScript2.5k 87 84208
pca
Principal component analysis
Language:TypeScript94 17 2621
random-forest
Random forest for classification and regression.
Language:JavaScript61 10 2021

ml.js's Repositories

mljs/ml
Machine learning tools in JavaScript
Language:JavaScript2.5k 87 84208
mljs/matrix
Matrix manipulation and computation library
Language:JavaScript348 16 7754
mljs/pca
Principal component analysis
Language:TypeScript94 17 2621
mljs/levenberg-marquardt
Curve fitting method in JavaScript
Language:JavaScript70 19 3315
mljs/distance
Distance functions to compare vectors
Language:TypeScript64 15 64
mljs/regression
Regression algorithms
Language:JavaScript43 16 236
mljs/regression-simple-linear
Simple Linear Regression
Language:TypeScript29 14 25
mljs/regression-polynomial
Polynomial Regression
Language:TypeScript15 11 53
mljs/pls
PLS regression algorithm
Language:JavaScript9 14 135
mljs/savitzky-golay-generalized
General Least-Squares Smoothing and Differentiation by the Convolution (Savitzky-Golay) Method Peter A. Gorry
Language:TypeScript9 7 33
mljs/global-spectral-deconvolution
Global Spectra Deconvolution + Peak optimizer
Language:TypeScript8 12 308
mljs/tree-similarity
Tree similarity in Javascript
Language:TypeScript8 15 61
mljs/conrec
JavaScript implementation of the CONREC contouring algorithm
Language:TypeScript7 8 83
mljs/spectra-processing
Various methods to help spectra processing
Language:TypeScript7 10 4112
mljs/fcnnls
Fast Combinatorial Non-negative Least Squares
Language:TypeScript6 9 74
mljs/regression-exponential
Exponential Regression
Language:JavaScript3 14 34
mljs/spectra-fitting
Language:TypeScript3 11 363
mljs/airpls
Baseline correction using adaptive iteratively reweighted penalized least squares
Language:JavaScript2 9 32
mljs/regression-theil-sen
Method for robust fitting a line to a set of points
Language:JavaScript2 8 01
mljs/signal-processing
Language:TypeScript2 7 41
mljs/baseline-correction-regression
Iterative regression-based baseline correction.
Language:JavaScript1 9 02
mljs/regression-base
Base class for regression packages
Language:TypeScript1 13 43
mljs/regression-polynomial-2d
Language:TypeScript1 6 2
mljs/.github
5 0
mljs/direct
Language:JavaScript10 252
mljs/linear-sum-assignment
Package to perform a linear sum assignment even if the cost matrix is rectangular.
Language:TypeScript4 8
mljs/nnls
Non-Negative Least-Squares
Language:TypeScript5 11
mljs/regression-power
Power Regression
Language:JavaScript13 02
mljs/roc-multiclass
Language:TypeScript2 8
mljs/rolling-ball-baseline
rolling ball baseline correction
Language:TypeScript10 113