Weights & Biases Utilities¶
What is it?¶
Weight & Biases (wandb) is a experiment management and hyperparameter tuning utility for machine learning experiments. Please refer to their website for more information. Weights & Biases Utitlities (wandb-utils), is library of some utility functions and command line interface built on top of the official wandb API. This is an unofficial library, meaning that it is not supported by the Weights & Biases team, but is managed by open source contributors and ML researchers.
What can it do?¶
Query data for your experiments on wandb server using a single command.
Apply a chain of multiple data processing commands to your run data.
Download files for runs using a single command files.
Upload files to runs after its completion using a single command files.