CyMorph - non-parametric galaxy morphology package
Updated and adjusted and repacked version of 1st CyMorph version: https://github.com/rsautter/CyMorph & Paulo Barchi work
Installation
Dependencies:
pip install numpy scipy matplotlib seaborn sep
CyMorph can be installed with:
pip install cymorph
Documentation
https://cymorph.readthedocs.io/
Basic Usage
Concentration
from cymorph.concentration import Concentration
c = Concentration(image, radius1, radius2)
c.get_concentration()
Asymmetry
from cymorph.asymmetry import Asymmetry
a = Asymmetry(image)
a.get_pearsonr()
a.get_spearmanr()
a.get_collected_points_plot()
Smoothness
from cymorph.smoothness import Smoothness
s = Smoothness(clean_image, segmented_mask, smoothing_degradation, butterworth_order)
s.get_pearsonr()
s.get_spearmanr()
s.get_smoothed_image()
s.get_collected_points_plot()
Entropy
from cymorph.entropy import Entropy
e = Entropy(image, bins)
e.get_entropy()
G2
from cymorph.g2 import G2
g2 = G2(g2_modular_tolerance, g2_phase_tolerance, g2_position_tolerance)
g2.get_g2()
g2.get_gradient_plot()
g2.get_asymmetry_gradient_plot()
Contributors
- Igor Kolesnikov
- Vitor Sampaio
- Paulo Barchi
- Rubens Sautter
1 maintainer
Release files for cymorph 2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| cymorph-2.0.tar.gz | 493.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| cymorph-2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.17+ x86-64 | Details |
Total release size: 868.6 kB
Release files / cymorph-2.0.tar.gz
| Download URL | cymorph-2.0.tar.gz |
|---|---|
| Size | 493.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/4.0.0 CPython/3.10.4
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Release files / cymorph-2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | cymorph-2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 375.0 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/4.0.0 CPython/3.10.4
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