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Code for the paper: "Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows".

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To look at and play with our results for different models, check out the main.ipynb notebook.

Installation

To run this code, you need to install SageMath. Instructions here.

Dependencies

You need to install the package numpy, which can be installed in python with pip install numpy and the package tqdm, which can be installed in python with pip install tqdm.

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Code for the paper: "Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows".

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