continuous_normalizing_flows/README.org at master · ludvb/continuous_normalizing_flows · GitHub

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* Continuous Normalizing Flows

  This repository provides a minimal implementation of Neural Ordinary Differential Equations and Continuous Normalizing Flows, as described in [fn:chen2018], for PyTorch using ODE solvers from SciPy.

* Installation

  #+BEGIN_SRC sh
    pip install --user .
  #+END_SRC

  Optionally, run the tests to make sure that the installation is working:
  #+BEGIN_SRC sh
    pip install --user .[test]
    pytest -v
  #+END_SRC

* References

[fn:chen2018] Chen, Tian Qi, et al. "Neural ordinary differential equations." Advances in neural information processing systems. 2018.