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Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

Neural ODEs

Notebook here collects theory, basic implementation and some experiments of Neural Ordinary Differential Equations [1].

Link to the blog post
Link to the blog post (Russian)

For actual usage consider using authors original implementation

dyn_func

homotopy

References

[1] Ricky T. Q. Chen, Yulia Rubanova, Jesse Bettencourt, David Duvenaud. "Neural Ordinary Differential Equations." Advances in Neural Processing Information Systems. 2018.