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An ML library that guides beginners step by step

Project description

MLBuddy

Machine Learning automation and guidance system.

Project Structure

  • mlbuddy/auto/: Automated machine learning tasks

    • data.py: Data handling and preprocessing
    • trainer.py: Model training utilities
  • mlbuddy/guide/: ML guidance and suggestions

    • suggest.py: Suggestions engine for ML workflows
  • mlbuddy/explain/: Model interpretation and visualization

    • visualizer.py: Model visualization tools
  • tests/: Test suite

Installation

pip install -e .

Development

Install development dependencies:

pip install -e ".[dev]"

Run tests:

pytest

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