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About:

  • Key idea underlying autoBOTLib

Tutorial and first steps:

  • Installation
  • autoBOTLib library
  • Suggested use
  • Model persistence
  • autoBOTLib CLI
  • Feature types
  • Using custom classifiers
  • Using custom feature transformers
  • Obtaining underlying representations
  • Singularity container for autoBOT
  • Using custom background knowledge
  • Using custom metrics
  • Potentially interesting further work
  • Releases
  • autoBOT API
  • Scaling up (SLING)
  • Performance on shared tasks

Contents:

  • autoBOTLib
    • autoBOTLib package
      • Subpackages
        • autoBOTLib.features package
        • autoBOTLib.learning package
        • autoBOTLib.misc package
        • autoBOTLib.optimization package
      • Submodules
      • autoBOTLib.cli module
      • Module contents
autoBOTLib
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autoBOTLib package¶

Subpackages¶

  • autoBOTLib.features package
    • Submodules
    • autoBOTLib.features.features_concepts module
    • autoBOTLib.features.features_contextual module
    • autoBOTLib.features.features_contextual_supervised module
    • autoBOTLib.features.features_document_graph module
    • autoBOTLib.features.features_keyword module
    • autoBOTLib.features.features_sentence_embeddings module
    • autoBOTLib.features.features_token_relations module
    • autoBOTLib.features.features_topic module
    • Module contents
  • autoBOTLib.learning package
    • Submodules
    • autoBOTLib.learning.hyperparameter_configurations module
    • autoBOTLib.learning.scikit_based module
    • autoBOTLib.learning.torch_sparse_nn module
    • Module contents
  • autoBOTLib.misc package
    • Submodules
    • autoBOTLib.misc.misc_helpers module
    • autoBOTLib.misc.misc_keyword_detection module
    • Module contents
  • autoBOTLib.optimization package
    • Submodules
    • autoBOTLib.optimization.optimization_engine module
    • autoBOTLib.optimization.optimization_feature_constructors module
    • autoBOTLib.optimization.optimization_metrics module
    • autoBOTLib.optimization.optimization_random module
    • autoBOTLib.optimization.optimization_utils module
    • Module contents

Submodules¶

autoBOTLib.cli module¶

Module contents¶

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© Copyright 2021, Blaz Skrlj.

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