Model Evaluation with W&B

Introduction

You should track your workflow. A list of tools can be found here.

The power of W&B functions are explained in this tweet.

Weights & Biases is the machine learning platform for developers to build better models faster. Use W&B's lightweight, interoperable tools to quickly track experiments, version and iterate on datasets, evaluate model performance, reproduce models, visualize results and spot regressions, and share findings with colleagues.

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W&B basics in a handful of short videos. Very useful!

W&B 101

Features of W&B

W&B Experiments

W&B Reports

W&B Artifacts

W&B Tables

W&B Sweeps

W&B Models