@2bad/micrograd/build/value.d.ts

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export declare class Value {
    #private;
    readonly label: string;
    readonly children: Value[];
    readonly operation: string;
    constructor(data: number, label?: string, children?: Value[], operation?: string);
    [Symbol.toPrimitive](hint: string): string | number;
    static validateNumber(value: number): void;
    get id(): string;
    get data(): number;
    set data(value: number);
    get grad(): number;
    set grad(value: number);
    prev(): Value[];
    resetGrad(): void;
    backward(order?: number): void;
    getHigherOrderGradient(order: number): number;
    static sigmoid(a: unknown, label?: string): Value;
    static relu(a: unknown, label?: string): Value;
    static log(a: unknown, label?: string): Value;
    static from(value: unknown): Value;
    static negate: (a: unknown, label?: string) => Value;
    static add(a: unknown, b: unknown, label?: string): Value;
    add(b: unknown, label?: string): Value;
    static sub(a: unknown, b: unknown, label?: string): Value;
    sub(b: unknown, label?: string): Value;
    static mul(a: unknown, b: unknown, label?: string): Value;
    mul(b: unknown, label?: string): Value;
    static div(a: unknown, b: unknown, label?: string): Value;
    div(b: unknown, label?: string): Value;
    static exp(a: unknown, label?: string): Value;
    exp(): Value;
    static pow(a: unknown, b: unknown, label?: string): Value;
    pow(b: unknown, label?: string): Value;
    static tanh(a: unknown, label?: string): Value;
    tanh(): Value;
    clipGradients(maxNorm: number): void;
    checkGradientHealth(): {
        hasExploding: boolean;
        hasVanishing: boolean;
        maxGrad: number;
        minGrad: number;
    };
}