Galaxy builder aggregation

This is a collection of scripts and jupyter notebooks used to perform data reduction and aggregation on the output classifications of Galaxy Builder

Current pipelines:

Generic useful scripts can be found in /lib, which is symlinked to each of the working directories.

Classification and subject exports can be found in /classifications

Apologies for the random scripts. I plan on cleaning up this repository eventually but need to allocate time to do it.

Requirements

python 3 (ideally 3.6 or higher)
numpy, pandas, requests, scipy, matplotlib, scikit-learn, scikit-image, astropy, shapely, descartes, panoptes-aggregation all available using pip install ...
gzbuilderspirals, a custom package not on PyPi (available on github)

Name		Name	Last commit message	Last commit date
Latest commit History 66 Commits
.ropeproject		.ropeproject
classifications		classifications
component-clustering		component-clustering
lib		lib
model_scoring		model_scoring
mwa_galaxies		mwa_galaxies
spiral_aggregation		spiral_aggregation
swing_amplification		swing_amplification
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
ellipticity-exploration.ipynb		ellipticity-exploration.ipynb
get_duplicate_galaxies.py		get_duplicate_galaxies.py
get_subject_id_from_ra_dec.py		get_subject_id_from_ra_dec.py
image-exploration.ipynb		image-exploration.ipynb
model-optimization.ipynb		model-optimization.ipynb
model_selection_pipeline.py		model_selection_pipeline.py
new_package_test.ipynb		new_package_test.ipynb
new_package_test.pdf		new_package_test.pdf
pdf_image_converter.py		pdf_image_converter.py
sersic_fit_test.ipynb		sersic_fit_test.ipynb