Lucid is a collection of infrastructure and tools for research in neural network interpretability. Lucid is research code, not production code. We provide no guarantee it will work for your use case. Lucid is maintained by volunteers who are unable to provide significant technical support. Start visualizing neural networks with no setup. The following notebooks run right from your browser, thanks to Collaboratory. It's a Jupyter notebook environment that requires no setup to use and runs entirely in the cloud. You can run the notebooks on your local machine, too. Clone the repository and find them in the notebooks subfolder. You will need to run a local instance of the Jupyter notebook environment to execute them. Feature visualization answers questions about what a network, or parts of a network, are looking for by generating examples.

Features

  • Get started without any setup
  • Learn more about visualizing neural nets
  • Includes licensing, code style, etc.
  • Learn how to import your own model for visualization
  • You may use this software under the Apache 2.0 License
  • This project is research code

Project Samples

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License

Apache License V2.0

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Registered

2021-12-15