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qpmpc_layers

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Differentiable linear model predictive control in Python, for optimal-control problems that are quadratic programs. This library revisits qpmpc with a new API better suited to PyTorch, and builds upon QPLayer to solve QPs as part of PyTorch computation graphs.

[!WARNING] qpmc_layers is still under development, expect breaking changes.

Feel also free to join the discussion or add work-in-progress examples at this stage.

Development

  • Checking unit tests: pixi run -e py310 test
  • Building and opening the documentation locally: pixi run docs-open

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