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Welcome to Vehicle's documentation!

Note

This project is under active development and no stable version yet exists.

Vehicle is a tool for enforcing specifications on neural networks. Write your specification once in the high-level Vehicle language and then:

  1. incorporate it during the training of your network (coming soon).
  2. use it to generate counter-examples that can be used in further training or rigorously prove that no such counter-examples exist.
  3. export the proof seamlessly to an Interactive Theorem Prover.

Contents

installation.md language/index.rst type-checking.rst training.rst verifying.rst exporting.rst python-api.rst dev/index.md