For analysis of Aemulus cosmological data.
Data may be cleaned with DATA/ files. Data cleaned with supplied cleaner is formatted correctly. All data sets should be of the form: |parameters|radius|regression target|error on target|bin number|
XGBJungle class handles data as well as fitting or loading an existing model.
Scaled input neural network is feed forward deep net. Model can be saved, loaded, trained, inferred upon.
Numpy
Sci-Kit Learn
Pytorch
XGBoost