Scripts¶
Palladium includes a number of command-line scripts, many of which you may have already encountered in the Tutorial.
- pld-fit: train models
- pld-test: test models
- pld-devserver: serve the web API
- pld-stream: make predictions through stdin and stdout
- pld-grid-search: find optimal hyperparameters
- pld-list: list available models
- pld-admin: administer available models
- pld-version: display version number
- pld-upgrade: upgrade database
pld-test: test models¶
Test a model.
Uses 'dataset_loader_test' and 'model_persister' from the
configuration to load a test dataset to test the accuracy of a trained
model with.
Usage:
pld-test [options]
Options:
-h --help Show this screen.
--model-version=<version> The version of the model to be tested. If
not specified, the newest model will be used.
See also
pld-list: list available models¶
List information about available models.
Uses the 'model_persister' from the configuration to display a list of
models and their metadata.
Usage:
pld-list [options]
Options:
-h --help Show this screen.
pld-version: display version number¶
Print the version number of Palladium.
Usage:
pld-version [options]
Options:
-h --help Show this screen.
pld-upgrade: upgrade database¶
Upgrade the database to the latest version.
Usage:
pld-ugprade [options]
Options:
--from=<v> Upgrade from a specific version, overriding
the version stored in the database.
--to=<v> Upgrade to a specific version instead of the
latest version.
-h --help Show this screen.
See also