This project aims to provide a full classification of the X-ray light curves of black hole X-ray binaries, here specifically the source GRS 1915+105, using supervised machine learning.
The repository is laid out as follows:
- code: python scripts and helper functions used in the analysis
- data: some useful data files, with additional data to be uploaded soon!
- notebooks: Jupyter notebooks detailing the analysis and allowing for reproducting of the figures in the paper
- paper: all files related to the manuscript submitted to MNRAS
The code requires
- Python 2.7
- numpy
- scipy
- pandas
- matplotlib
- seaborn
- scikit-learn 0.17
- BayesPSD