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Getting Started

  • Introduction
  • Installation
  • Install AMPL With Docker
  • Running AMPL
  • Tests

Tutorials

  • ATOM Tutorial Introduction
  • 01 Data Curation
  • 02 Splitting Datasets for Validation and Testing
  • 03 Train a Simple Regression Model
  • 04 Application of a Trained Model
  • 05 Hyperparameter Optimization
  • 06 Compare Models to Select the Best Hyperparameters
  • 07 Train a Production Model
  • 08 Visualizations of Model Performance

Advanced Concepts

  • Advanced AMPL Usage
  • Advanced Installation
  • Advanced Testing

API Package Reference

  • atomsci

External Resources

  • External Resources
ATOM Data-Driven Modeling Pipeline
  • Search

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