Develop a Custom Experiment Tracker
How to develop a custom experiment tracker
If you want to create your own custom flavor for an experiment tracker, you can follow the following steps:
- 1.Create a class which inherits from the
BaseExperimentTrackerclass and implement the abstract methods.
- 2.If you need any configuration, create a class which inherits from the
BaseExperimentTrackerConfigclass add your configuration parameters.
- 3.Bring both of the implementation and the configuration together by inheriting from the
Once you are done with the implementation, you can register it through the CLI as:
zenml experiment-tracker flavor register <THE-SOURCE-PATH-OF-YOUR-EXPERIMENT-TRACKER-FLAVOR>