@astermind/astermind-pro/dist/infoflow/TEController.d.ts

Astermind Pro - Premium ML Toolkit with Advanced RAG, Reranking, Summarization, and Information Flow Analysis

export type ControllerParams = {
    targets: {
        q2score: [number, number];
        feat2score: [number, number];
        kept2sum: [number, number];
        loopMax?: number;
    };
    limits: Record<KnobName, [number, number]>;
    step: Record<KnobName, number>;
    cooldown: number;
    maxPerSessionAdjusts: number;
    trustMinSamples: number;
};
export type Knobs = {
    alpha: number;
    sigma: number;
    ridge: number;
    probThresh: number;
    mmrLambda: number;
    budgetChars: number;
};
export type KnobName = keyof Knobs;
export type ControllerState = {
    lastAdjustAt: number;
    totalAdjusts: number;
    ema: Record<string, number>;
    history: {
        param: KnobName;
        oldVal: number;
        newVal: number;
        why: string;
    }[];
};
export declare class TEController {
    private p;
    private s;
    private qCount;
    private emaBeta;
    constructor(params?: Partial<ControllerParams>);
    /** Update EMA from a TE snapshot. */
    pushTE(teSnap: Record<string, number>): void;
    /** Try one adjustment; returns {knobs?, note?}. Only adjusts if safe. */
    maybeAdjust(current: Knobs): {
        knobs?: Knobs;
        note?: string;
    };
    getHistory(): {
        param: KnobName;
        oldVal: number;
        newVal: number;
        why: string;
    }[];
    reset(): void;
}
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