Weights & Biases’s documentation

This package provides an interactive CLI and python client for wandb.ai.


If you want to work with private buckets or push data to the cloud you must first signup

$ pip install wandb
$ cd my_training_dir
$ wandb init
$ ./my_training.py arg1 | wandb my_bucket model.json weights.h5

To manually push files to the cloud run:

$ wandb push my-new-bucket somefile.proto

To pull down a public model or sync your local directory with the cloud you can run:

$ wandb pull zoo/inception_v4

You can access configuration and push or pull via the API directly in your python scripts:

import wandb
conf = wandb.Config()
client = wandb.Api()