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Supporting material to the paper: Detection of Work and Residential Regions in Bicycle-Sharing Networks Using Stochastic Block Models

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This repo contains a notebook that implements the mixed membership time dependent stochastic role model method described in Name of paper, using a two-step gradient descent method. The notebook does not make any explicit reference to equations on the paper, and therefore can be read independently. The paper, however, sets the context in which the notebook makes sense.

A self-contained library containing the algorithm and the plotting functions can be found lib folder.

Check the notebook on Binder: Binder

(c) 2019 Jane Carlen, Shyr-Shea Chang, Jaume de Dios Pont, Cassidy Mentus Stephanie Wang, Mason Porter.

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Supporting material to the paper: Detection of Work and Residential Regions in Bicycle-Sharing Networks Using Stochastic Block Models

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