classifier

Description

This module is experimental. It's API is likely to change in future versions as Bottlenose improves. We are working on adding support for multi-classification, streams of object input (instead of arrays) and an overall better experience for users. We will attempt to make these changes in a backwards compatible way (but no promises).

Trains an SGD classifier on the input stream.

Examples

Basic Example

import { from } from 'rxjs';
import { classifier } from '@bottlenose/rxsgd';

const classifier$ = from([1, 2, 3, 4]).pipe(
  classifier()
);

classifier$.subscribe(console.log);

API

classifier({
  learningRate=0.3,
  initialState={intercept: 0, weights: [0, ...]},
})

Since

0.1

Parameters

None

Options

• learningRate Number: The learning rate to be applied by the training algorithm.

• initialState {weights: [Number], intercept: Number}: Initial weights and intercepts. Otherwise, they default to 0.

Returns

{

}