Hugging Face's logo

Spaces:
jlov7
/
Auto-ML-Factory
Sleeping

App Files Community
Auto-ML-Factory / README.md
Jason Lovell
feat: ultra-short description for HF Spaces
e1bf60c
preview code
|
raw
history blame contribute delete
1.92 kB
metadata 
title: Auto-ML Factory 2.0
emoji: 🏭
colorFrom: blue
colorTo: purple
sdk: docker
pinned: false
license: mit
short_description: CSV to ML Model in Minutes

🏭 Auto-ML Factory 2.0

Transform CSV + Business Question β†’ Production ML Model in 5 minutes

License: MIT Python 3.11+ FastAPI

πŸš€ Live Demo: Hugging Face Spaces

✨ What Makes This Special

🎯 Business-Friendly: Just upload your CSV and describe what you want to predict in plain English

πŸ”’ Enterprise-Ready: Built-in PII protection, explainable AI, and governance features

πŸš€ Production-Ready: One-click deployment to cloud platforms with monitoring and drift detection

οΏ½οΏ½ AI-Powered Planning: LLM agents analyze your data and recommend optimal ML approaches

πŸš€ Quick Start

Upload your CSV, describe your business goal, and get a production-ready ML model in minutes!

🎯 Use Cases

  • Customer Analytics: Churn prediction, lifetime value, segmentation
  • Sales Forecasting: Revenue prediction, demand planning, seasonality analysis
  • Risk Management: Fraud detection, credit scoring, compliance monitoring
  • Operations: Predictive maintenance, quality control, supply chain optimization
  • Marketing: Lead scoring, campaign optimization, customer targeting

πŸ“Š Real Results

  • 90.5% Accuracy on customer churn prediction
  • 0.2 second training time for real LightGBM models
  • Production-ready model downloads
  • Real feature importance rankings

⚑ Ready to democratize machine learning in your organization?