lightautoml-datafest-workshop

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lightautoml-datafest-workshop

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Materials for LightAutoML workshop (DataFest 2021)

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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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# Questions / Issues / Suggestions

Write a message to us:
- [Alexander Ryzhkov](https://kaggle.com/alexryzhkov) (_email_: AMRyzhkov@sberbank.ru, _telegram_: @RyzhkovAlex)
- [Anton Vakhrushev](https://kaggle.com/btbpanda) (_email_: AGVakhrushev@sberbank.ru)
- [Dmitry Simakov](https://kaggle.com/simakov) (_email_: Simakov.D.E@sberbank.ru)

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