Mining | npm.io

Matrix manipulation and computation library

matrix decomposition SVD singular value EVD eigenvalue LU Qr Cholesky

6.11.0 • Published 5 months ago

AFINN 165 (list of English words rated for valence) in JSON

anew afinn word list sentiment analysis opinion mining text microblogs

2.0.2 • Published 1 year ago

Compute the euclidean distance between two vectors

euclidean squared distance metric vector data mining datamining machine learning

2.0.0 • Published 6 years ago

Find the nearest point to a sample point

machine learning data mining datamining nearest vector cluster

2.0.1 • Published 6 years ago

K-Means clustering

cluster kmeans data mining datamining machine learning

6.0.0 • Published 1 year ago

Functions for computing stats on arrays and matrices

stat stats vector matrix data mining datamining machine learning

1.3.3 • Published 8 years ago

A factory for kernel functions

kernel factory gaussian rbf polynomial fisher data mining datamining machine

3.0.0 • Published 5 years ago

The gaussian (radial basis function) kernel

gaussian kernel rbf radial basis function data mining datamining machine

2.0.2 • Published 5 years ago

Sigmoid (hyperbolic tangent) kernel

machine learning data mining datamining kernel sigmoid

1.0.1 • Published 5 years ago

The polynomial kernel

polynomial kernel data mining datamining machine learning

2.0.1 • Published 5 years ago

Regression algorithms

regression data mining datamining machine learning

5.0.0 • Published 5 years ago

fft

fft 2D fft data mining datamining machine learning convolution matrix

1.3.5 • Published 8 years ago

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

machine learning data mining datamining

1.0.0 • Published 3 years ago

Efficient disjoint-set data structure implementation

machine learning data mining datamining

1.0.0 • Published 8 years ago

Curve fitting method in javascript

machine learning data mining datamining levenberg marquardt

4.1.3 • Published 7 months ago

FPGrowth frequent itemset mining algorithm implementation in TypeScript / JavaScript.

fpgrowth algorithm frequent data itemset mining association rules data mining

1.2.1 • Published 6 years ago

Principal component analysis

pca principal component analysis dimensionality reduction data mining datamining machine

4.1.1 • Published 1 year ago

Support Vector Machine in Javascript

super vector machine data mining datamining machine learning

2.1.2 • Published 8 years ago

CART decision tree algorithm

CART decision tree data mining datamining machine learning regression

2.1.1 • Published 2 years ago

Text miner, polarity rater with results between -100% and +100%

text-miner text-mining miner mining polarity-rate polarity-rater polarity text-analytics document-term-matrix dtm

1.1.4 • Published 6 years ago

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Mining Packages

ml-matrix

afinn-165

ml-distance-euclidean

ml-nearest-vector

ml-kmeans

ml-stat

ml-kernel

ml-kernel-gaussian

ml-kernel-sigmoid

ml-kernel-polynomial

ml-regression

ml-fft

ml-matrix-convolution

ml-disjoint-set

ml-levenberg-marquardt

node-fpgrowth

ml-pca

ml-svm

ml-cart

polarity-rate