recommend-hq train¶

The command for training the recommendation model.

recommend-hq train [OPTIONS]

Description¶

The recommend-hq train command trains the recommendation model. You can choose from different recipes and select the appropriate training mode.

Option	Description
`-r, --recipes TEXT`	Choose one or more recipes separated by commas. Choose from `user_personalization`, `similar_items`, `personalized_ranking`. [required]
`-t, --training-mode [init\|update_solution_version\|update_dataset_group]`	Select the training mode. [required]
`--help`	Show help information and exit.

Training mode	Description
init	Use only for the `first` training job of each recipe.
update_solution_version	Use this when you have uploaded more data and want to update your solution version, which refers to a machine learning model.
update_dataset_group	Use this when you want to reset the entire item interactions dataset. A new dataset group will be built, and the old one will be removed.

recommend-hq train \
  --recipes user_personalization,similar_items \
  --training-mode init