AstroToolsPy

AstroToolsPy is a collection of machine learning algorithms for data mining tasks on Python

Author:

J. G. Fernandez-Trincado

Contact

Please let me know if you have any questions or suggestions: [email protected], [email protected]

CODE

Many other options can be found at astroML: Machine Learning and Data Mining for Astronomy

I developed AstroToolPy (for particular cases) an extended and updated version of astroML.

1.) Aitoff Projection:

• aitoff_projection.py is a Python code created to make a simple Aitoff projection from RA and DEC coordinates. See examples below:

Examples:

Figure 1.1: Aitoff projectin using DR7 data.

Figure 1.2: Aitoff projection using DR7 data.

2.) BPT Diagrams - AGN Diagnostics

• BPT.py is a Python code created to make a simple BPT diagram using DR7 data. See example below:

Examples:

Figure 2.1: BPT diagram using DR7 data.

3.) Simple Normalization: Download program here

Support AstroToolsPy

If you use AstroToolsPy in your research, we would be grateful if you could include an acknowledgment in papers and/or presentations:

  "This research made use of AstroToolsPy, a community-developed core Python package for Astronomy."

Thanks.

Last update: 2016, March