This module is forked from an Xavier Dupré project
Our aim was to add, the same way the dot
module was implemented three different applications:
- matmul: a simple comparison of execution in python, cython and numpy of the terms by terms multiplication
- linreg: a comparison between different implementation of regularized linear regression
- random_forest: a comparison between different implementation of random forest
The different plots are available in the plot folder.
Simple template to implement an algorithm with cython and openmp. It implements simple examples to demonstrate the speed up obtained by using cython. The module must be compiled to be used inplace:
python setup.py build_ext --inplace
Generate the setup in subfolder dist
:
python setup.py sdist
Generate the documentation in folder dist/html
:
python -m sphinx -T -b html doc dist/html
Run the unit tests:
python -m unittest discover tests
Or:
python -m pytest
To check style:
python -m flake8 td3a_cpp tests examples
The function check or the command line python -m td3a_cpp check
checks the module is properly installed and returns processing
time for a couple of functions or simply:
import td3a_cpp td3a_cpp.check()