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onaaction/timesfm-business-forecasting

sourceHugging Faceupdated 8mo agoView on Hugging Face

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App README

TimesFM Business Forecasting API

Hybrid forecasting server combining Google's TimesFM with custom business intelligence.

Features

—Google TimesFM 1.0: Official forecasting model from Google Research
—Seasonality Detection: Automatic business cycle identification
—Business Insights: AI-generated recommendations and risk assessment
—Fallback System: Pure Python backup if GPU unavailable

API Usage

bash

# Health check
curl https://yourspace.hf.space/health

# Forecast with business insights
curl -X POST https://yourspace.hf.space/forecast \
  -H "Content-Type: application/json" \
  -d '{"data": [100, 120, 110, 150, 180], "horizon": 6, "ai_insights": true}'

Response Format

json

{
  "success": true,
  "point_forecast": [190.5, 195.2, 198.7, 201.1, 203.8, 206.2],
  "seasonality": {
    "has_seasonality": false,
    "type": "none"
  },
  "business_insights": {
    "trend": "Forte croissance récente détectée. Opportunité d'expansion.",
    "forecast": "Prévisions optimistes. Préparer scaling ressources.",
    "risk": "Volatilité modérée. Maintenir flexibilité opérationnelle."
  },
  "model_version": "Google-TimesFM-1.0-200M-HF"
}