aimclub / Fedot.Industrial

Python framework for automated time series classification, regression and forecasting
https://fedotindustrial.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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Sweep: Create markdown document "Time Series Regression Tutorial" #156

Closed technocreep closed 2 months ago

technocreep commented 3 months ago

Details

You need to create a markdown tutorial about how to use Fedot.Industrial for time series regression task. The tutorial must contain the following headings:

  1. Data Loading

    • cite resources where to find time series extrinsic regression data
    • Mention TimeSe class that could be used to generate synthetic data (fedot_ind.tools.synthetic.ts_datasets_generator.TimeSeriesDatasetsGenerator) and use it to generate example data
  2. Initialisation of FedotIndustrial class with proper parameters

  3. Fit FedotIndustrial model and predict

Additional instructions:

sweep-ai[bot] commented 3 months ago
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