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Materials for LightAutoML workshop (DataFest 2021)

  • LightAutoML demo (Blackbox).ipynb - How-to for LightAutoML blackbox presets (with automatic report generation)
  • LightAutoML demo (Whitebox).ipynb - How-to for AutoWoE library and LightAutoML whitebox preset (with automatic inference SQL and report generation)
  • LightAutoML demo (NLP).ipynb - How-to for LightAutoML NLP preset (with automatic report generation and model interpretation)

There are also all generated reports in the repo from the tutorials above:

  • tabularAutoML_model_report - report from LightAutoML Blackbox tutorial
  • HR_REPORT_1 and HR_REPORT_2 - report from LightAutoML Whitebox tutorial
  • NLP_REPORT - report from LightAutoML NLP tutorial

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