/flatwrm

Python-based machine learning code for detecting and analyzing flares

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

FLATW'RM

FLATW'RM (FLAre deTection With Ransac Method) is a code that uses machine learning method to detect flares.

The code depends on the following packages:

  • matplotlib
  • scipy
  • sklearn (the machine learning toolkit)
  • gatspy (for period search)

These can be installed by the system package manager, e.g.: sudo aptitude install python-matplotlib or sudo port install py-matplotlib; or using Python package manager: pip install gatspy.

To use the code, simply run ./flatwrm.py <input file(s)>, for a detailed list of command-line options use ./flatwrm.py --help