paramsnamespace under name
params/momentumwill be its path. You can organize this way any type of metadata - images, parameters, metrics, scores, model checkpoint, CSV files, etc. Let look at the following code:
neptune-contribfile-related functionalities into the core library (in fact there is no more neptune-contrib - see Integrations). The conversion methods are available as
neptune-contriblibrary for the new Python API - each integration has now two parts:
pip install neptune-framework-nameor as an extra together with
pip install "neptune-client[framework-name]"
neptune-contribare still fully functional. You can use them both with projects using the previous structure and the new structure. However, integrations from
neptune-contribare using legacy Python API while the new integrations are re-written to fully use possibilities provided by the new Python API and achieve better metadata organization.
Floatare two different types and Neptune by default doesn't know how to compare them.
Floatfields outside of
create_experiment()function and a common practice was to store those as
FloatSerieswith one entry through the use of
log_metric()function. To achieve backward compatibility you need to create a FloatSeries with the neptune.new API as well, by using
Stringfields. To achieve backward compatibility use the assign with an explicit casting to
strif you are not 100% sure that the resulting field will be a string.