astartes

Contents:

  • Online Documentation
  • Installing astartes
  • Statement of Need
  • Quick Start
  • Theory and Application of astartes
  • Reproducibility
  • How to Cite
  • Contributing & Developer Notes
  • Contributing & Developer Notes
  • JOSS Branch
  • Transitioning from sklearn to astartes
  • astartes
astartes
  • astartes documentation
  • View page source

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

Next

© Copyright 2022, Jackson Burns.

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