PipelineX
0.8.0

Contents:

  • Badges
  • PipelineX Overview
  • Install PipelineX
    • [Option 1] Install from the PyPI
    • [Option 2] Development install
    • Prepare development environment for PipelineX
    • Prepare Docker environment for PipelineX
  • Getting Started with PipelineX
    • Kedro 0.17.x Starter projects
    • Example/Demo Projects tested with Kedro 0.16.x
  • HatchDict: Python in YAML/JSON
    • Python objects in YAML/JSON
      • Introduction to YAML
      • Python tags in YAML
      • Alternative to Python tags in YAML
    • Anchor-less aliasing in YAML/JSON
      • Aliasing in YAML
      • Alternative to aliasing in YAML
    • Python expression in YAML/JSON
  • Introduction to Kedro
    • Why the unified data interface framework is needed
    • Kedro overview
  • Flex-Kedro: Kedro plugin for flexible config
    • Flex-Kedro-Pipeline: Kedro plugin for quicker pipeline set up
      • Dict for nodes
      • Sequential nodes
      • Decorators without using the method
    • Flex-Kedro-Context: Kedro plugin for YAML lovers
      • Define Kedro pipelines in parameters.yml
      • Configure Kedro run config in parameters.yml
      • Use HatchDict feature in parameters.yml
      • Enable caching for Kedro DataSets in catalog.yml
      • Use HatchDict feature in catalog.yml
  • MLflow-on-Kedro: Kedro plugin for MLflow users
    • How to use MLflow from Kedro projects
    • Comparison with kedro-mlflow package
  • Kedro-Extras: Kedro plugin to use various Python packages
    • Additional Kedro datasets (data interface sets)
    • Additional function decorators for benchmarking
    • Use with PyTorch
    • Use with PyTorch Ignite
    • Use with OpenCV
  • Story behind PipelineX
  • Author
  • Contributors are welcome!
    • How to contribute
    • Contributor list
  • API Docs
    • pipelinex package
      • Subpackages
        • pipelinex.extras package
        • pipelinex.flex_kedro package
        • pipelinex.hatch_dict package
        • pipelinex.mlflow_on_kedro package
      • Submodules
      • pipelinex.utils module
        • DictToDict
        • ItemGetter
        • TransformCompose
        • dict_io()
        • dict_of_list_to_list_of_dict()
        • list_of_dict_to_dict_of_list()
PipelineX
  • Author
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Author

Yusuke Minami @Minyus

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© Copyright 2021, Yusuke Minami.

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