An ML library that guides beginners step by step
Project description
MLPilot
Machine Learning automation and guidance system.
Project Structure
-
mlpilot/auto/: Automated machine learning tasks
data.py: Data handling and preprocessingtrainer.py: Model training utilities
-
mlpilot/guide/: ML guidance and suggestions
suggest.py: Suggestions engine for ML workflows
-
mlpilot/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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