Network Machine Learning

Network Machine Learning#

Eric W. Bridgeford, Alexander R. Loftus, Joshua T. Vogelstein#

_images/umap_pedigo_small.jpg

Fig. 1 2D representation of a Drosophila larva brain connectome network. Credit to Ben Pedigo, Ph.D.#

This project is an addition for a forthcoming work, to be published with Cambridge University Press (2025), entitled “Network Machine Learning”.

The project is organized as follows. Each chapter/section in the book corresponds to a chapter/section in this project. Section-level notebooks contain the code to reproduce all figures in the book, save minor modifications made in illustrator. Additionally, each chapter contains a single notebook, entitled “Code Reproducibility”. This corresponds to the code in the book, as-written, for reproduction purposes.

Details for deploying a jupyter server to run the code in the notebooks on your local machine can be found at the README.md for this project’s repository.

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