This is a python implementation of (incremental) Local Gaussian Regression, as presented in Incremental Local Gaussian Regression. Currently only the batch version of the algorithm is available, but the fully incremental version will follow soon.
python 2.7
jupyter
python setup.py install
jupyter notebook
then open the 'demo' notebook and run it