/studio

GUI for Keras and TensorFlow with integrated hyperparameter optimization and NLP

Primary LanguageCSS


Studio

Keras for non-programmers (and the lazy)

Talos Travis Talos Coveralls

StudioKey FeaturesExamplesInstallSupportDocsIssuesLicenseDownload


Studio unlocks near-future machine intelligence workflows for the masses without compromising the needs of advanced data scientists and researchers. Studio exposes the entire Keras API through an intuitive GUI.

Studio

TL;DR

Studio makes the power of Keras API available through an intuitive GUI.

Studio radically simplifies complex Keras workflows:

  • extremely low cognitive overhead
  • automatic cross-evaluation
  • seamless Natural Language Processing
  • integrated hyperparemeter optimization
  • common deep learning data wrangling capabilities

Studio makes the power of Keras API and TensorFlow available to millions of researchers and workers who can't access programming based interfaces, or for other reasons prefer graphical user experiences. Studio allows anyone, even without any previous knowledge of deep learning, to train, optimize, and deploy state-of-the-art machine intelligence models in minutes from first-time use. Studio provides the most universally accessible interface to the immense power of Keras and TensorFlow.

Key Features

[pending]

Studio works on Linux, Mac OSX, and Windows systems and can be operated cpu, gpu, and multi-gpu systems.

Examples

[pending]

Install

Stable version:

pip install autonomio

Daily development version:

pip install git+https://github.com/autonomio/studio@daily-dev

Support