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: