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How to Use The Tool

  • Open the notebook: notebooks/model/run_experiments.ipynb.
  • Fill in the input values for your forecast problem and model specification. Example:
dataset = "ds0"            # Dataset for testing
forecast_horizon = "fh1"   # fh1 = 30 minutes ahead
model_name = "m6"          # Linear regression
hyperparameter_no = "hp1"  # Hyperparameter ID

  • Run the notebook.

  • The tool outputs evaluation results to the experiment_result/folder.

  • To evaluate multiple forecast problems and model specifications at once, use notebooks/model/run_experiments_batch.ipynb

For the list of available datasets & models, how to modify model hyperparameter, how to add a model, how to add a dataset, and exhaustive list of API Reference see the Detailed Guide page.