STREAMLINE

Table of Contents:

  • STREAMLINE
  • About (FAQs)
  • Detailed Pipeline Walkthrough
  • Datasets
  • Installation
  • Running STREAMLINE
  • Run Parameters
  • Navigating STREAMLINE Output
  • Doing More with STREAMLINE
  • Development Notes
  • Contributing
  • Citing STREAMLINE
  • Code Documentation
STREAMLINE
  • Overview: module code

All modules for which code is available

  • streamline.dataprep.data_process
  • streamline.dataprep.kfold_partitioning
  • streamline.featurefns.importance
  • streamline.featurefns.selection
  • streamline.modeling.basemodel
  • streamline.modeling.load_models
  • streamline.modeling.modeljob
  • streamline.modeling.parameters
  • streamline.modeling.utils
  • streamline.models.artificial_neural_network
  • streamline.models.decision_tree
  • streamline.models.elastic_net
  • streamline.models.genetic_programming
  • streamline.models.gradient_boosting
  • streamline.models.learning_based
  • streamline.models.linear_model
  • streamline.models.naive_bayes
  • streamline.models.neighbouring
  • streamline.models.random_forest
  • streamline.models.support_vector_machine
  • streamline.postanalysis.dataset_compare
  • streamline.postanalysis.gererate_report
  • streamline.postanalysis.model_replicate
  • streamline.postanalysis.statistics
  • streamline.runners.clean_runner
  • streamline.runners.compare_runner
  • streamline.runners.dataprocess_runner
  • streamline.runners.feature_runner
  • streamline.runners.model_runner
  • streamline.runners.replicate_runner
  • streamline.runners.report_runner
  • streamline.runners.stats_runner
  • streamline.utils.checker
  • streamline.utils.cleanup
  • streamline.utils.cluster
  • streamline.utils.dataset
  • streamline.utils.evaluation
  • streamline.utils.job
  • streamline.utils.parser
  • streamline.utils.runners

© Copyright 2023, Ryan Urbanowicz, Harsh Bandhey.

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