Neural differential equations made easy.
Project description
A PyTorch-based library for the instantiation of neural differential equations.
Installation
Install from PYPI:
pip install neural_diffeqs
Alternatively, install the development version from GitHub:
git clone https://github.com/mvinyard/neural-diffeqs.git; cd ./neural-diffeqs
pip install -e .
To-do and/or potential directions:
- Integration of neural controlled differential equations (neural CDEs).
- Build SDE-GANs
- Neural PDEs
Questions or suggestions? Open an issue or send an email to Michael Vinyard.
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