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A CLI and library for interacting with the Weights and Biases API.

Project description

# Weights and Biases

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A CLI and library for interacting with the Weights and Biases API. Sign up for an account at [](

## Features

* Keep a history of your weights and models from every training run
* Store all configuration parameters used in a training run
* Associate version control with your training runs
* Search and visualize training runs in a project
* Sync canonical models in your preferred format

## Usage

### CLI:

cd myproject
# Initialize a directory
wandb init
# Push files to W&B
wandb push bucket model.json weights.h5
# Pull files from canonical models
wandb pull zoo/inception-v4
# Sync training logs and push files when they change
./ | wandb bucket model.json weights.h5
# Manage configuration
wandb config set epochs=30

### Client:

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

if conf.turbo:
print("TURBO MODE!!!")

client.push("my_bucket", files=["weights.h5", "model.json"])

Detailed usage can be found in our [documentation](

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wandb-0.4.9-py2.py3-none-any.whl (19.1 kB) Copy SHA256 hash SHA256 Wheel 3.6
wandb-0.4.9.tar.gz (67.9 kB) Copy SHA256 hash SHA256 Source None

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