Surmod is a python library for making and exploring surrogate models for optimization problems involving an expensive objective function evaluation. The library includes modules for :
- Variable screening
- Sampling plan generation
- Model construction
Surmod requires Python 3.7 to run.
Install the requirements and the library with :
$ python -m pip install -r requirements.txt
$ python -m pip install .or directly from PyPi with :
$ python -m pip install surmod- Add examples
- Model updating
- New models
- ...
MIT