Weights & Biases

Track machine learning experiments, visualize metrics, and share results

Weights & Biases helps you keep track of your machine learning experiments. Use our tool to log hyperparameters and output metrics from your runs, then visualize and compare results and quickly share findings with your colleagues.

Our tools work with your machine learning infrastructure: AWS, GCP, Kubernetes, Azure, and on-prem machines.

Tools

Dashboard

  • Machine learning experiment tracking

  • Visualize metrics, compare results

  • Share findings with collaborators in reports

Sweeps

  • Hyperparameter search and tuning

  • Model optimization

  • Automating jobs

Artifacts

  • Dataset versioning

  • Model management

  • Pipeline tracking

Getting Started

Easily add our package, wandb, to your model script.

Here's a sample screenshot from a Species Identification project in W&B.

Examples

If you're interested in example projects, we have a few resources: