frameworm 1.1.0

Complete Machine Learning Framework for Production

FRAMEWORM

Complete Machine Learning Framework for Production

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Features

• 🚀 Simple API - Train models in minutes
• 📊 Experiment Tracking - Built-in, no external servers
• 🔍 Hyperparameter Search - Grid, random, Bayesian
• 🎯 Production Ready - Export, serve, deploy
• ⚡ Fast - Multi-GPU, distributed, mixed precision
• 🎨 Web Dashboard - Beautiful UI for tracking

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Quick Start

pip install frameworm
frameworm init my-project
cd my-project
frameworm train --config config.yaml

See documentation for more.

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Why FRAMEWORM?

Feature	FRAMEWORM	PyTorch Lightning	Others
Training	✅	✅	✅
Experiment Tracking	✅ Built-in	⚠️ External	⚠️ External
Hyperparameter Search	✅ Built-in	❌	⚠️ Limited
Deployment	✅ Built-in	❌	⚠️ Limited
Web UI	✅ Built-in	❌	❌
Complexity	Low	Medium	High

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Documentation

• Quick Start
• User Guide
• Tutorials
• API Reference
• Examples

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Contributing

See CONTRIBUTING.md

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License

MIT License - see LICENSE

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Citation

@software{frameworm2024,
  title = {FRAMEWORM: Complete Machine Learning Framework},
  author = {Aakash Ali},
  year = {2026},
  url = {https://github.com/Aakash0440/frameworm}
}