PCNToolkit

Getting Started

  • Quickstart guide
  • PCNtoolkit background

Tutorials

  • Getting started with normative modelling
  • The NormData class
  • Bayesian Linear Regression
  • HBR with Normal likelihood
  • HBR with SHASH likelihood
  • HBR with Beta likelihood
  • Transfer and extend normative models
  • Compare normative models
  • Fit normative models on a compute cluster
  • Command line interface
  • Merge normative model
  • Federated normative modeling
  • Evaluation metrics

Miscellaneous

  • Troubleshooting
  • Citing the PCNtoolkit

For Developers

  • Contributing
  • API Reference
    • pcntoolkit
PCNToolkit
  • API Reference
  • View page source
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API Reference

This page contains auto-generated API reference documentation [1].

  • pcntoolkit
    • pcntoolkit.dataio
      • pcntoolkit.dataio.data_factory
      • pcntoolkit.dataio.fileio
      • pcntoolkit.dataio.norm_data
    • pcntoolkit.math_functions
      • pcntoolkit.math_functions.basis_function
      • pcntoolkit.math_functions.factorize
      • pcntoolkit.math_functions.likelihood
      • pcntoolkit.math_functions.prior
      • pcntoolkit.math_functions.scaler
      • pcntoolkit.math_functions.shash
      • pcntoolkit.math_functions.thrive
      • pcntoolkit.math_functions.warp
    • pcntoolkit.normative
    • pcntoolkit.normative_model
    • pcntoolkit.regression_model
      • pcntoolkit.regression_model.blr
      • pcntoolkit.regression_model.factory
      • pcntoolkit.regression_model.hbr
      • pcntoolkit.regression_model.regression_model
      • pcntoolkit.regression_model.test_model
    • pcntoolkit.util
      • pcntoolkit.util.autoscale_plot
      • pcntoolkit.util.data_utils
      • pcntoolkit.util.evaluator
      • pcntoolkit.util.job_observer
      • pcntoolkit.util.migration
      • pcntoolkit.util.model_comparison
      • pcntoolkit.util.output
      • pcntoolkit.util.paths
      • pcntoolkit.util.plotter
      • pcntoolkit.util.runner
[1]

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