Incremental Machine Learning

Incremental machine learning algorithms.

Installation

npm install @stdlib/ml-incr

Usage

var ns = require( '@stdlib/ml-incr' );

ns

Namespace containing incremental machine learning algorithms.

var incr = ns;
// returns {...}

• incrBinaryClassification( N[, options] ): incrementally perform binary classification using stochastic gradient descent (SGD).
• incrkmeans( k[, ndims][, options] ): incrementally partition data into k clusters.
• incrSGDRegression( [options] ): online regression via Stochastic Gradient Descent.

Examples

var getKeys = require( '@stdlib/utils-keys' );
var ns = require( '@stdlib/ml-incr' );

console.log( getKeys( ns ) );

Notice

This package is part of stdlib, a standard library for JavaScript and Node.js, with an emphasis on numerical and scientific computing. The library provides a collection of robust, high performance libraries for mathematics, statistics, streams, utilities, and more.

For more information on the project, filing bug reports and feature requests, and guidance on how to develop stdlib, see the main project repository.

Community

License

See LICENSE.

Copyright

Copyright © 2016-2024. The Stdlib Authors.