Methods and models to perform basin-hopping on machine learning landscapes
This is a repository for using landscape exploration techniques to search the parameter space of machine learning models.
To run basin-hopping on a least-squares regression problem:
python examples/doNonlinearRegression.py
Dependencies:
numpy
pele
Theano (for regression / NN examples)