agentic-qe
Version:
Agentic Quality Engineering Fleet System - AI-driven quality management platform
49 lines • 1.39 kB
TypeScript
export interface Statistics {
mean: number;
median: number;
stddev: number;
min: number;
max: number;
variance: number;
}
export interface Trend {
direction: 'increasing' | 'decreasing' | 'stable';
confidence: number;
slope: number;
}
export interface Anomaly {
index: number;
value: number;
zscore: number;
severity: 'low' | 'medium' | 'high';
}
export interface AnalysisReport {
summary: {
dataPoints: number;
timeRange: {
start: number;
end: number;
};
};
trends: Record<string, Trend>;
anomalies: Record<string, Anomaly[]>;
statistics: Record<string, Statistics>;
recommendations: string[];
}
export declare class MonitorAnalyze {
private dataDir;
constructor(dataDir: string);
initialize(): Promise<void>;
calculateStats(values: number[]): Promise<Statistics>;
detectTrend(values: number[]): Promise<Trend>;
detectAnomalies(values: number[], threshold?: number): Promise<Anomaly[]>;
forecast(values: number[], steps: number): Promise<number[]>;
correlate(x: number[], y: number[]): Promise<number>;
generateReport(metrics: any): Promise<AnalysisReport>;
private generateRecommendations;
private mean;
private median;
private variance;
private linearRegression;
}
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