astartes documentation

Contents:

• Online Documentation
• Installing astartes
  • pip
  • conda
  • Source
• Statement of Need
  • Target Audience
• Quick Start
  • Example Notebooks
  • Withhold Testing Data with train_val_test_split
  • Evaluate the Impact of Splitting Algorithms on Regression Models
  • Using astartes with Categorical Data
  • Access Sampling Algorithms Directly
• Theory and Application of astartes
  • Rational Splitting Algorithms
  • Domain-Specific Applications
• Reproducibility
  • Known Reproducibility Limitations
• How to Cite
• Contributing & Developer Notes
• Contributing & Developer Notes
  • Developer Install
  • Version Checking
  • Testing
  • Adding New Samplers
  • Adding New Featurization Schemes
  • The train_val_test_split Function
  • Development Philosophy
• JOSS Branch
• Transitioning from sklearn to astartes
  • Step 1. Installation
  • Step 2. Changing the import Statement
  • Step 3. Specifying an Algorithmic Sampler
  • Step 4. Passing Keyword Arguments
  • Step 5. Useful astartes Features
• astartes
  • astartes package
  • test package

Indices and tables

• Index

• Module Index