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Neural ode

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

From msurtsukov·Updated June 23, 2026·View on GitHub·

[Notebook](https://nbviewer.jupyter.org/github/urtrial/neural_ode/blob/master/Neural%20ODEs.ipynb) here collects theory, basic implementation and some experiments of [*Neural Ordinary Differential Equations*](https://arxiv.org/abs/1806.07366) [1]. The project is written primarily in Jupyter Notebook, first published in 2019. Key topics include: jupyter-notebook, neural-ode, pytorch, vae.

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.

Contributors

Showing top 2 contributors by commit count.

msurtsukov

msurtsukov

22 commits

TommyGiak

TommyGiak

1 commits

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This article is auto-generated from msurtsukov/neural-ode via the GitHub API.Last fetched: 6/26/2026