Toolkit to streamline TensorFlow™ and Keras deep learning.
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README.md

Guild AI

CircleCI PyPI version

This is the source repository for Guild AI.

Guild AI is a Python application that that streamlines TensorFlow and Keras deep learning development. It's released under the Apache 2 open source license.

Highlights:

  • Automatically track training experiments
  • Compare model performance at-a-glance
  • Visualize training results with TensorBoard
  • Seamless integration with Keras models
  • Model packaging and distribution
  • Train, deploy, and predict on Cloud Machine Learning Engine (Cloud ML)

Quick start

Follow the steps below to install Guild AI, train a simple model, and view the generated training run. For detailed installation instructions, see Installing Guild AI.

Omit the '$' character when executing a command.

Step 1. Install Guild AI using pip

$ pip install guildai --upgrade

Step 2. Initialize the Guild AI environment

$ guild init

Step 3. Install a model package

$ guild install mnist

Step 4. Train a model

$ guild train softmax

Step 5. View the training run

$ guild view

Learning more

To continue exploring Guild AI features, see Go deeper with Guid AI.

Refer to https://www.guild.ai for complete coverage of Guild AI.

If you have questions or are facing problems, please open an issue at https://github.com/guildai/guild/issues.