ranzen.wandb

Wandb-related functionality.

Classes:

RunsDownloader

Download logged runs from W&B.
class RunsDownloader(*, project, entity)

Bases: object

Download logged runs from W&B.

Parameters:

  • project (str)

  • entity (str)

groups(*groups_)

Download all runs in a group.

Parameters:

groups_ (str)

Return type:

DataFrame

modify_config(*, group, config_key, new_value)

Modify the config value of runs logged on W&B.

This is not possible with the web UI.

Parameters:

  • group (str)

  • config_key (str)

  • new_value (bool | int | float | str)

Return type:

None

runs(*run_ids)

Download runs given the run IDs (e.g., “qvlp96vk”).

Parameters:

*run_ids (str) – IDs for the runs to download.

Returns:

the downloaded runs as a pandas DataFrame

Return type:

DataFrame