Notebooks

Notebooks are available in our additional repositories Fedot examples. This repository contains following notebooks:

• Introduction to AutoML

  Notebook shows the advantage of Automated Machine Learning and provides quickstart guide.

• Introduction to Fedot

  Notebook contains a FEDOT’s description and more detailed tutorial with core-based examples.

• Introduction to Time Series Forecasting

  A gentle guide to Time Series Forecasting problem and its basic solutions using FEDOT.

• Introduction to Automated Time Series Forecasting

  Advanced guide to configure FEDOT for a Time Series Forecasting problem.

• Specific cases in Time Series Forecasting

  Notebook contains examples of using the advanced FEDOT’s functionality both for predicting time series and for filling in gaps in them.

• Using FEDOT for hybrid modeling with custom model tuning

  Notebook contains examples of custom model specification for Time Series Forecasting problem.

• Using FEDOT for multimodal data classification

  A guide to FEDOT’s functionality for multimodal data.

FEDOT can be used in cloud services, e.g. VK Cloud’s ML Platform. This repository contains examples of FEDOT usage with JupyterLab and MLflow:

• Amazon Employee Access Challenge - classification problem

• Molhack AIRI - Regression problem

• Wine Reviews - Multimodal classification problem

• Sea level daily - Time Series Forecasting problem