useful-math-functions for Optimization, Benchmarking, Visualizing, and more ...
Project description
useful-math-functions
useful-math-functions
is a collection of useful mathematical functions with a
focus on:
- ease of use - the functions are designed to be as easy to use as possible
- pure python - the functions are written in much python as possible and only use external libraries when necessary
- documentation - the functions are documented in code itself with:
- Examples
- Equations
- References
- Links to external resources
Installation
The package can be installed via pip:
pip install useful-math-functions
and for Visualizations:
# matplotlib
pip install useful-math-functions[matplotlib]
# plotly
pip install useful-math-functions[plotly]
# all visualizations
pip install useful-math-functions[all]
Usage
The package can be imported like any other python package:
from umf.core.create import OptBench
res = OptBench(["DeJongN5Function"], dim=3)
res.plot_type_3d = "plot_surface"
res.plot()
res.save_as_image()
Documentation
The documentation can be found here.
Contributing
Contributions are welcome. For major changes, please open an issue first to discuss what you would like to change.
License
The project is licensed under the MIT license.
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