import RepresentationMixins from 'causal-net/packages/causality-representation/src/representation.mixins.js'

public class | source

RepresentationMixins

Extends:

* → RepresentationMixins

This mixin class provides attributes: Representation.

Example:

import { RepresentationMixins, causalNetEmbedding } from 'causal-net.representation';
import { platform } from 'causal-net.utils';
import { Tensor } from 'causal-net.core';
const PipeLineConfigure = {
    Representation: {
        Embedding: causalNetEmbedding,
        EmbeddingConfig: '../../datasets/WordVec_EN/',
    }
}
class SimplePipeline extends platform.mixWith(Tensor, [RepresentationMixins]){
    constructor(configure){
        super();
        this.setRepresentationByConfig(configure);
    }
}
let pipeline = new SimplePipeline(PipeLineConfigure);
pipeline.connect();
console.log(pipeline.Representation);

Member Summary

Public Members
public get	Representation: * Return Embedding instance
public set	Representation
public	embeddingConfig: *
public	representation: *

Method Summary

Public Methods
public	async connect(link: URL \| FilePath , refresh: boolean ): Promise Load configure of pretrained vector from either local folder or remote server.
public	setRepresentationByConfig(netConfig: Object ) set embedding for pipeline

Public Members

public get Representation: * source

Return Embedding instance

public set Representation source

public embeddingConfig: * source

public representation: * source

Public Methods

public async connect(link: URL | FilePath , refresh: boolean ): Promise source

Load configure of pretrained vector from either local folder or remote server. After connect, the result is cached for next time init.

Params:

Name	Type	Attribute	Description
link	URL \| FilePath		link to load
refresh	boolean	optional default: false	force to discard local cache

Return:

Promise

public setRepresentationByConfig(netConfig: Object ) source

set embedding for pipeline

Params:

Name	Type	Attribute	Description
netConfig	Object		contain Embedding instance and Embedding configure