Skip to content

Analysing the persistent homology of street tree locations in NYC and SF

Notifications You must be signed in to change notification settings

adelejackson/street-tree-homology

Repository files navigation

Street Tree Homology

Analysing the persistent homology of street tree locations in NYC and SF

See the report for a summary.

We examine the persistent homology of street tree location samples in NYC and SF, hypothesising that the regular local level structure of NYC will cause statistically significant differents to the persistent homology of the SF samples.

Dependencies: NumPy, MatPlotLib, Dionysus, Diode.

One file requires HoloViews.

Much of the code is based on Katherine Turner's examples, and the rank function calculation on code provided by Vanessa Robins.

Recently added: a Rips complex visualisation tool. Once run, you can click to add points then use a slider to adjust the radius for the complex, and view the 2-skeleton of the complex that results. Dependencies: NumPy and MatPlotLib.

About

Analysing the persistent homology of street tree locations in NYC and SF

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages