Draft documentation. Check back! Initial Documentation to be completed by September 10th, 2017
This was tested on P100 nVidia GPU and nVidia GTX 1060 GPU. Should work if enough RAM on computer and fast enough GPU.
python, anaconda, keras-gp, scikit-learn, pandas
For some of the csv files c++ programs were used for conversion. They can be found in cpp_files subdirectory. These are placeholder programs and probably should be converted to python for c++ phobic people. Check the README in that subdirectory for further details.
For either Project 1 or Project 2 edit the config.cfg file to point to the appropriate directory and import data.
Project 1: geomag with omni solar wind data Two files to run to explore LSTM with geo magnetic and solar wind data. Each one is a different take on LSTMs.
python LSTMarrayprediction.py
or
python lstm_multi_channel.py
Project 2: geomag, omni solar wind data and kp index
python kp_regress.py
Note: Check back early September 2017 for more documentatation and code clean up.