Welcome to MAterials Simulation Toolkit for Machine Learning (MAST-ML)’s documentation!

• Acknowledgements
• MAST-ML version 3.x
  • New changes to MAST-ML
• Installing MAST-ML
  • Hardware and Data Requirements
  • Terminal installation (Linux or linux-like terminal environment e.g. Mac)
  • Windows installation
• Getting Started with MAST-ML
  • Installing MAST-ML
  • Performing your first MAST-ML run
• Overview of MAST-ML tutorials and examples
  • MAST-ML tutorials
• Code Documentation: Data Cleaning
  • mastml.data_cleaning Module
• Code Documentation: Data Splitters
  • mastml.data_splitters Module
• Code Documentation: Datasets
  • mastml.datasets Module
• Code Documentation: Error Analysis
  • mastml.error_analysis Module
• Code Documentation: Feature Generators
  • mastml.feature_generators Module
• Code Documentation: Feature Selectors
  • mastml.feature_selectors Module
• Code Documentation: Hyperparameter Optimization
  • mastml.hyper_opt Module
• Code Documentation: Learning Curve
  • mastml.learning_curve Module
• Code Documentation: Mastml
  • mastml.mastml Module
• Code Documentation: Metrics
  • mastml.metrics Module
• Code Documentation: Models
  • mastml.models Module
• Code Documentation: Plots
  • mastml.plots Module
• Code Documentation: Preprocessing
  • mastml.preprocessing Module
• Code Documentation: Baseline Tests
  • mastml.baseline_tests Module
• Code Documentation: MAST-ML Predictor
  • mastml.mastml_predictor Module
• Code Documentation: Domain
  • mastml.domain Module

Indices and tables

• Index

• Module Index

• Search Page