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Installing Galileo
Galileo works with python 3.7+ environments.
You can install the Galileo python client via a simple pip install.
pip install --upgrade pip dataquality
[Enterprise Only] Set your Galileo Console URL
To point to your custom Enterprise environment, simply call
import dataquality as dq
dq.set_console_url()
Simply run the following lines in your notebook/python runtime.
import dataquality as dq
dq.login()
In Galileo, your experimentation is organized into projects and runs.
- Project: A top level namespace holding one or more associated Runs.
- Run: A single instance of a model training/evaluation loop where data is logged
Initialize a new run in Galileo by calling
dq.init()
.dq.init(
task_type="text_classification",
project_name="my_awesome_project",
run_name="my_awesome_run"
)
project_name
and run_name
are optional. If not provided, a generated name for each will be created and used.Or see below to integrate your own model.
Choose one of the following task types supported by Galileo:
- 1.
- 2.
Last modified 3d ago