| Name | space-classy JSON |
| Version |
0.8.5
JSON |
| download |
| home_page | https://github.com/maxmahlke/classy |
| Summary | classification tool for minor bodies using reflectance spectra and visual albedos |
| upload_time | 2024-06-21 07:50:34 |
| maintainer | None |
| docs_url | None |
| author | Max Mahlke |
| requires_python | >=3.8 |
| license | MIT |
| keywords |
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
<p align="center">
<img width="260" src="https://raw.githubusercontent.com/maxmahlke/classy/master/docs/_static/logo_classy.svg">
</p>
<p align="center">
<a href="https://github.com/maxmahlke/classy#features"> Showcase </a> - <a href="https://github.com/maxmahlke/classy#install"> Install </a> - <a href="https://github.com/maxmahlke/classy#documentation"> Documentation </a>
</p>
<br>
<div align="center">
<a href="https://img.shields.io/pypi/pyversions/space-classy">
<img src="https://img.shields.io/pypi/pyversions/space-classy"/>
</a>
<a href="https://img.shields.io/pypi/v/space-classy">
<img src="https://img.shields.io/pypi/v/space-classy"/>
</a>
<a href="https://readthedocs.org/projects/classy/badge/?version=latest">
<img src="https://readthedocs.org/projects/classy/badge/?version=latest"/>
</a>
<a href="https://arxiv.org/abs/2203.11229">
<img src="https://img.shields.io/badge/arXiv-2203.11229-f9f107.svg"/>
</a>
</div>
<br>
A tool to explore, download, analyse, and classify asteroid reflectance
spectra. Originally designed for classification in the taxonomy of [Mahlke,
Carry, and Mattei 2022](https://arxiv.org/abs/2203.11229), it now offers
multiple taxonomic systems and a suite of quality-of-life features for
spectroscopic analysis.
# Showcase
Things that ``classy`` tries to do well. All functionality is available via the command line and the `python` interface.
Some functionality is available via the [web interface](https://classy.streamlit.app).
**Explore and compare.**
Quickly find and download spectra in public repositories.
*Example*: List all spectra of asteroids in the Themis family with albedos up to 0.06 that cover the 0.45-1.8μm range.
```shell
$ classy spectra --wave_min 0.45 --wave_max 1.8 --family Themis --albedo ,0.06
+-----------+--------+----------+----------+--------+---------------------+--------+--------+-----------------+
| name | number | wave_min | wave_max | phase | date_obs | family | albedo | shortbib |
+-----------+--------+----------+----------+--------+---------------------+--------+--------+-----------------+
| Themis | 24 | 0.435 | 2.49 | 12.917 | 2005-10-08T05:28:30 | Themis | 0.051 | MITHNEOS Unpub. |
| Themis | 24 | 0.45 | 2.4 | - | - | Themis | 0.051 | Fornasier+ 2016 |
| Themis | 24 | 0.435 | 2.49 | 12.876 | 2005-10-08T00:00:00 | Themis | 0.051 | DeMeo+ 2009 |
| Adorea | 268 | 0.44 | 2.4 | - | - | Themis | 0.039 | Fornasier+ 2016 |
| Lipperta | 846 | 0.45 | 2.39 | - | - | Themis | 0.05 | Fornasier+ 2016 |
| Lermontov | 2222 | 0.45 | 2.38 | - | - | Themis | 0.051 | Fornasier+ 2016 |
+-----------+--------+----------+----------+--------+---------------------+--------+--------+-----------------+
6 Spectra
```
**Analyse and classify.**
Persistent preprocessing and feature recognition for quick classification.
*Example*: Classify the spectra above following Mahlke+ 2022, DeMeo+ 2009, and Tholen 1984.
```shell
$ classy classify --wave_min 0.45 --wave_max 1.8 --family Themis --albedo ,0.06
+-----------+--------+----------+----------+--------+--------------+-------------+--------------+-----------------+
| name | number | wave_min | wave_max | albedo | class_mahlke | class_demeo | class_tholen | shortbib |
+-----------+--------+----------+----------+--------+--------------+-------------+--------------+-----------------+
| Themis | 24 | 0.435 | 2.490 | 0.0507 | C | C | G | MITHNEOS Unpub. |
| Themis | 24 | 0.450 | 2.400 | 0.0507 | C | C | | Fornasier+ 2016 |
| Themis | 24 | 0.435 | 2.490 | 0.0507 | C | C | G | DeMeo+ 2009 |
| Adorea | 268 | 0.440 | 2.400 | 0.0389 | S | | | Fornasier+ 2016 |
| Lipperta | 846 | 0.450 | 2.390 | 0.0504 | P | X | | Fornasier+ 2016 |
| Lermontov | 2222 | 0.450 | 2.380 | 0.0513 | P | C | | Fornasier+ 2016 |
+-----------+--------+----------+----------+--------+--------------+-------------+--------------+-----------------+
6 Spectra
```
**Visualise and export.**
Quick-look plots at any step to verify your analysis.
*Example*: Show the spectra and the classification results.
```shell
$ classy classify --wave_min 0.45 --wave_max 1.8 --family Themis --albedo ,0.06 --plot
```
# Install
`classy` is available on the [python package index](https://pypi.org) as `space-classy`:
``` sh
$ pip install space-classy[gui]
```
# Documentation
Check out the documentation at [classy.readthedocs.io](https://classy.readthedocs.io/en/latest/) or run
$ classy docs
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"description": "<p align=\"center\">\n <img width=\"260\" src=\"https://raw.githubusercontent.com/maxmahlke/classy/master/docs/_static/logo_classy.svg\">\n</p>\n\n<p align=\"center\">\n <a href=\"https://github.com/maxmahlke/classy#features\"> Showcase </a> - <a href=\"https://github.com/maxmahlke/classy#install\"> Install </a> - <a href=\"https://github.com/maxmahlke/classy#documentation\"> Documentation </a>\n</p>\n\n<br>\n\n<div align=\"center\">\n <a href=\"https://img.shields.io/pypi/pyversions/space-classy\">\n <img src=\"https://img.shields.io/pypi/pyversions/space-classy\"/>\n </a>\n <a href=\"https://img.shields.io/pypi/v/space-classy\">\n <img src=\"https://img.shields.io/pypi/v/space-classy\"/>\n </a>\n <a href=\"https://readthedocs.org/projects/classy/badge/?version=latest\">\n <img src=\"https://readthedocs.org/projects/classy/badge/?version=latest\"/>\n </a>\n <a href=\"https://arxiv.org/abs/2203.11229\">\n <img src=\"https://img.shields.io/badge/arXiv-2203.11229-f9f107.svg\"/>\n </a>\n</div>\n\n<br>\n\nA tool to explore, download, analyse, and classify asteroid reflectance\nspectra. Originally designed for classification in the taxonomy of [Mahlke,\nCarry, and Mattei 2022](https://arxiv.org/abs/2203.11229), it now offers\nmultiple taxonomic systems and a suite of quality-of-life features for\nspectroscopic analysis.\n\n# Showcase\n\nThings that ``classy`` tries to do well. All functionality is available via the command line and the `python` interface.\nSome functionality is available via the [web interface](https://classy.streamlit.app).\n\n**Explore and compare.**\n\nQuickly find and download spectra in public repositories.\n\n*Example*: List all spectra of asteroids in the Themis family with albedos up to 0.06 that cover the 0.45-1.8\u03bcm range.\n\n```shell\n$ classy spectra --wave_min 0.45 --wave_max 1.8 --family Themis --albedo ,0.06\n+-----------+--------+----------+----------+--------+---------------------+--------+--------+-----------------+\n| name | number | wave_min | wave_max | phase | date_obs | family | albedo | shortbib |\n+-----------+--------+----------+----------+--------+---------------------+--------+--------+-----------------+\n| Themis | 24 | 0.435 | 2.49 | 12.917 | 2005-10-08T05:28:30 | Themis | 0.051 | MITHNEOS Unpub. |\n| Themis | 24 | 0.45 | 2.4 | - | - | Themis | 0.051 | Fornasier+ 2016 |\n| Themis | 24 | 0.435 | 2.49 | 12.876 | 2005-10-08T00:00:00 | Themis | 0.051 | DeMeo+ 2009 |\n| Adorea | 268 | 0.44 | 2.4 | - | - | Themis | 0.039 | Fornasier+ 2016 |\n| Lipperta | 846 | 0.45 | 2.39 | - | - | Themis | 0.05 | Fornasier+ 2016 |\n| Lermontov | 2222 | 0.45 | 2.38 | - | - | Themis | 0.051 | Fornasier+ 2016 |\n+-----------+--------+----------+----------+--------+---------------------+--------+--------+-----------------+\n 6 Spectra\n```\n\n**Analyse and classify.**\n\nPersistent preprocessing and feature recognition for quick classification.\n\n*Example*: Classify the spectra above following Mahlke+ 2022, DeMeo+ 2009, and Tholen 1984.\n\n```shell\n$ classy classify --wave_min 0.45 --wave_max 1.8 --family Themis --albedo ,0.06\n+-----------+--------+----------+----------+--------+--------------+-------------+--------------+-----------------+\n| name | number | wave_min | wave_max | albedo | class_mahlke | class_demeo | class_tholen | shortbib |\n+-----------+--------+----------+----------+--------+--------------+-------------+--------------+-----------------+\n| Themis | 24 | 0.435 | 2.490 | 0.0507 | C | C | G | MITHNEOS Unpub. |\n| Themis | 24 | 0.450 | 2.400 | 0.0507 | C | C | | Fornasier+ 2016 |\n| Themis | 24 | 0.435 | 2.490 | 0.0507 | C | C | G | DeMeo+ 2009 |\n| Adorea | 268 | 0.440 | 2.400 | 0.0389 | S | | | Fornasier+ 2016 |\n| Lipperta | 846 | 0.450 | 2.390 | 0.0504 | P | X | | Fornasier+ 2016 |\n| Lermontov | 2222 | 0.450 | 2.380 | 0.0513 | P | C | | Fornasier+ 2016 |\n+-----------+--------+----------+----------+--------+--------------+-------------+--------------+-----------------+\n 6 Spectra\n```\n\n**Visualise and export.**\n\nQuick-look plots at any step to verify your analysis.\n\n*Example*: Show the spectra and the classification results.\n\n```shell\n$ classy classify --wave_min 0.45 --wave_max 1.8 --family Themis --albedo ,0.06 --plot\n```\n\n\n\n# Install\n\n`classy` is available on the [python package index](https://pypi.org) as `space-classy`:\n\n``` sh\n$ pip install space-classy[gui]\n```\n\n# Documentation\n\nCheck out the documentation at [classy.readthedocs.io](https://classy.readthedocs.io/en/latest/) or run\n\n $ classy docs\n",
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