Jupyter Lab and Jupyter Notebook¶
You can run your experiments Jupyter notebooks and track them in Neptune. You just need to:
In one of the first cells install Neptune client
! pip install neptune-client
Create Neptune experiment
import neptune neptune.init(api_token='', # use your api token project_qualified_name='') # use your project name neptune.create_experiment('my-experiment')
To make sure that your API token is secure it is recommended to pass it as an environment variable.
Log metrics or other object to Neptune (learn what else you can log here).
# training logic neptune.log_metric('accuracy', 0.92)
Neptune supports keeping track of Jupyter Notebook checkpoints with neptune-notebooks extension. If you do that, your notebook checkpoints will get an auto-snapshot whenever you create an experiment. Go here to read more about that.