The input numpy array is mapped to the input of a C++ wrapper function using pybind11. Then, core function myfunc with templated input type is executed on the mapped matrix.
To execute the test function and profile memory usage, run
/usr/bin/time -v python test.py
| (Dijkstra and plain A* are generally not included here as there are thousands of | |
| implementations, though I've made an exception for rare Ruby and Crystal versions, | |
| and for Thor, Mapzen's enhanced A*. ) | |
| A* Ruby https://github.com/georgian-se/shortest-path | |
| A* Crystal https://github.com/petoem/a-star.cr | |
| A* (bidirectional with shortcuts) C++ https://github.com/valhalla/valhalla | |
| NBA* JS https://github.com/anvaka/ngraph.path | |
| NBA* Java https://github.com/coderodde/GraphSearchPal | |
| NBA* Java https://github.com/coderodde/FunkyPathfinding |
| """ | |
| This module implements the Lowess function for nonparametric regression. | |
| Functions: | |
| lowess Fit a smooth nonparametric regression curve to a scatterplot. | |
| For more information, see | |
| William S. Cleveland: "Robust locally weighted regression and smoothing | |
| scatterplots", Journal of the American Statistical Association, December 1979, |
