Tag experiments

In this guide, we will discuss how you can add tags to your experiment. First, let’s create a lazyscribe.Project.

from lazyscribe import Project

project = Project(fpath="project.json", mode="w")

Then, while logging an experiment, we can add our tag using lazyscribe.Experiment.tag():

with project.log(name="My experiment") as exp:
    ...
    exp.tag("success")

We’ve added a single tag, "success", to the experiment. We can also add multiple tags through a single call

with project.log(name="My experiment") as exp:
    ...
    exp.tag("success", "best-model")

or through multiple calls.

with project.log(name="My experiment") as exp:
    metric = ...
    if metric > 0.5:
        exp.tag("success")
    if metric > 0.75:
        exp.tag("best-model")

When you call lazyscribe.Experiment.tag(), you can use overwrite=True to overwrite any existing tags.

Important

If you call lazyscribe.Experiment.tag() with no supplied tags and overwrite=True, you will delete all existing tags on the experiment.