@thi.ng/tsne/api.d.ts

Highly configurable t-SNE implementation for arbitrary dimensions

import type { IRandom } from "@thi.ng/random";
import type { DistanceFn } from "@thi.ng/vectors";
/**
 * {@link TSNE} configurations options. Also see {@link DEFAULT_OPTS} for
 * defaults.
 */
export interface TSNEOpts {
    rnd: IRandom;
    dist: DistanceFn;
    perplexity: number;
    rate: number;
    eps: number;
    maxIter: number;
    searchIter: number;
    minGain: number;
    momentum: TweenParam;
    gradientScale: TweenParam;
    gainDecay: number;
    gainBias: number;
}
/**
 * Time-based param with `start` and `end` values
 */
export interface TweenParam {
    start: number;
    end: number;
    iter: number;
}
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