@astermind/astermind-elm/dist/utils/IO.d.ts

JavaScript Extreme Learning Machine (ELM) library for browser and Node.js.

export interface LabeledExample {
    text: string;
    label: string;
}
export interface SchemaField {
    name: string;
    type: 'string' | 'number' | 'boolean' | 'unknown';
}
export interface InferredSchema {
    fields: SchemaField[];
    suggestedMapping?: Record<'text' | 'label', string>;
}
export declare class IO {
    static importJSON(json: string): LabeledExample[];
    static exportJSON(pairs: LabeledExample[]): string;
    static importDelimited(text: string, delimiter?: ',' | '\t', hasHeader?: boolean): LabeledExample[];
    static exportDelimited(pairs: LabeledExample[], delimiter?: ',' | '\t', includeHeader?: boolean): string;
    static importCSV(csv: string, hasHeader?: boolean): LabeledExample[];
    static exportCSV(pairs: LabeledExample[], includeHeader?: boolean): string;
    static importTSV(tsv: string, hasHeader?: boolean): LabeledExample[];
    static exportTSV(pairs: LabeledExample[], includeHeader?: boolean): string;
    static inferSchemaFromCSV(csv: string): InferredSchema;
    static inferSchemaFromJSON(json: string): InferredSchema;
}