GerryChain Some recent developments What is GerryChain? A - PowerPoint PPT Presentation

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GerryChain Some recent developments What is GerryChain? A user-friendly Python library for ensemble analysis. Turns shapefiles into dual graphs with data. Implements Markov chains for generating large ensembles of plans.

GerryChain Some recent developments
What is GerryChain? ● A user-friendly Python library for ensemble analysis. ● Turns shapefiles into dual graphs with data. ● Implements Markov chains for generating large ensembles of plans. ● Computes statistics for districting plans (e.g. compactness, vote shares).
What is ReCom? ● ReCom stands for “recombination.” ● It is a way of transforming plans by merging two districts at a time and finding a new way to split them. ● It is an alternative to a simple Flip walk, which changes one unit at a time (precinct, census block, etc) to a new assignment.
ReCom gets a paper
ReCom goes reversible A new version of the ReCom algorithm (Cannon–Duchin–Randall–Rule, preprint available if you ask nice) has better mathematical properties which allow rigorous sampling from target distributions.
ReCom goes supersonic GerryChain’s computational heart is being ported to Julia, and it’s lightning fast.
https://mggg.org/VA-report.pdf

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