Installing dependencies
To install Neuralforecast refer to Installation. To install mlflow:pip install mlflow
Imports
Splitting the data
unique_id | ds | y | |
---|---|---|---|
139 | 1.0 | 1960-08-31 | 606.0 |
140 | 1.0 | 1960-09-30 | 508.0 |
141 | 1.0 | 1960-10-31 | 461.0 |
142 | 1.0 | 1960-11-30 | 390.0 |
143 | 1.0 | 1960-12-31 | 432.0 |
MLflow UI
Run the following command from the terminal to start the UI:mlflow ui
. You can then go to the printed URL to visualize the
experiments.
Model training
Forecasting the future
