pytransit

Fast and easy exoplanet transit light curve modelling.

https://github.com/hpparvi/pytransit

Science Score: 67.0%

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DOI references
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Low similarity (8.3%) to scientific vocabulary

Keywords

astronomy astrophysics exoplanet exoplanets light-curve-models python transit-model transiting-exoplanets

Last synced: 6 months ago · JSON representation ·

Repository

Fast and easy exoplanet transit light curve modelling.

Basic Info

Host: GitHub
Owner: hpparvi
License: gpl-2.0
Language: Jupyter Notebook
Default Branch: master
Homepage:
Size: 37.9 MB

Statistics

Stars: 106
Watchers: 4
Forks: 23
Open Issues: 6
Releases: 24

Topics

astronomy astrophysics exoplanet exoplanets light-curve-models python transit-model transiting-exoplanets

Created about 13 years ago · Last pushed 7 months ago

Metadata Files

Readme Changelog License Code of conduct Citation

PyTransit

PyTransit: fast and versatile exoplanet transit light curve modelling in Python. PyTransit provides a set of optimised transit models with a unified API that makes modelling complex sets of heterogeneous light curve (nearly) as easy as modelling individual transit light curves. The models are optimised with Numba which allows for model evaluation speeds paralleling Fortran and C-implementations but with hassle-free platform-independent multithreading.

The package has been under continuous development since 2009, and is described in Parviainen (2015), Parviainen (2020a), and Parviainen & Korth (2020b).

```Python from pytransit import RoadRunnerModel

tm = RoadRunnerModel('quadratic') tm.set_data(times)

tm.evaluate(k=0.1, ldc=[0.2, 0.1], t0=0.0, p=1.0, a=3.0, i=0.5*pi)

tm.evaluate(k=[0.10, 0.12], ldc=[[0.2, 0.1], [0.5, 0.1]], t0=0.0, p=1.0, a=3.0, i=0.5*pi)

tm.evaluate(k=[[0.10, 0.12], [0.11, 0.13]], ldc=[[0.2, 0.1], [0.5, 0.1],[0.4, 0.2, 0.75, 0.1]], t0=[0.0, 0.01], p=[1, 1], a=[3.0, 2.9], i=[.5pi, .5pi]) ```

Examples and tutorials

EMAC Workshop introduction video

RoadRunner transit model

RoadRunner (Parviainen, 2020a) is a fast exoplanet transit model that can use any radially symmetric function to model stellar limb darkening while still being faster to evaluate than the analytical transit model for quadratic limb darkening.

RRModel example 1 shows how to use RoadRunner with the included limb darkening models.
RRModel example 2 shows how to use RoadRunner with your own limb darkening model.
RRModel example 3 shows how to use an LDTk-based limb darkening model LDTkM with RoadRunner.

Transmission spectroscopy transit model

Transmission spectroscopy transit model (TSModel) is a special version of the RoadRunner model dedicated to modelling transmission spectrum light curves.

TSModel Example 1

Documentation

Read the docs at pytransit.readthedocs.io.

Installation

PyPI

The easiest way to install PyTransit is by using pip

pip install pytransit

GitHub

Clone the repository from github and do the normal python package installation

git clone https://github.com/hpparvi/PyTransit.git
cd PyTransit
pip install .

Citing

If you use PyTransit in your reserach, please cite

Parviainen, H. MNRAS 450, 3233–3238 (2015) (DOI:10.1093/mnras/stv894).

or use this ready-made BibTeX entry

@article{Parviainen2015,
  author = {Parviainen, Hannu},
  doi = {10.1093/mnras/stv894},
  journal = {MNRAS},
  number = {April},
  pages = {3233--3238},
  title = {{PYTRANSIT: fast and easy exoplanet transit modelling in PYTHON}},
  url = {http://mnras.oxfordjournals.org/cgi/doi/10.1093/mnras/stv894},
  volume = {450},
  year = {2015}
}

Author

Hannu Parviainen, Instituto de Astrofísica de Canarias

Owner

Name: Hannu Parviainen
Login: hpparvi
Kind: user
Location: La Laguna, Tenerife, Spain
Company: Instituto de Astrofísica de Canarias (IAC)

Repositories: 42
Profile: https://github.com/hpparvi

Ramón y Cajal Fellow studying exoplanets in the Instituto de Astrofísica de Canarias.

Citation (CITATIONS.bib)

@article{Parviainen2015,
	title = {{PYTRANSIT}: {Fast} and easy exoplanet transit modelling in {PYTHON}},
	volume = {450},
	url = {https://academic.oup.com/mnras/article/450/3/3233/1074637},
	doi = {10.1093/mnras/stv894},
	number = {3},
	journal = {Monthly Notices of the Royal Astronomical Society},
	author = {Parviainen, Hannu},
	month = jul,
	year = {2015},
	pages = {3233--3238}
}

@article{Parviainen2020a,
	title = {Going back to basics: accelerating exoplanet transit modelling using {Taylor}-series expansion of the orbital motion},
	volume = {499},
	number = {3},
	url = {https://academic.oup.com/mnras/article/499/3/3356/5911608},
	doi = {10.1093/mnras/staa2953},
	journal = {Monthly Notices of the Royal Astronomical Society},
	author = {Parviainen, Hannu and Korth, Judith},
	month = sep,
	year = {2020},
}

@article{Parviainen2020b,
	title = {{RoadRunner}: a fast and flexible exoplanet transit model},
	volume = {499},
	url = {https://academic.oup.com/mnras/article/499/2/1633/5911588},
	doi = {10.1093/mnras/staa2901},
	number = {2},
	journal = {Monthly Notices of the Royal Astronomical Society},
	author = {Parviainen, Hannu},
	month = oct,
	year = {2020},
	pages = {1633--1639}
}

GitHub Events

Total

Create event: 2
Release event: 2
Issues event: 3
Watch event: 8
Issue comment event: 1
Push event: 8
Fork event: 1

Last Year

Create event: 2
Release event: 2
Issues event: 3
Watch event: 8
Issue comment event: 1
Push event: 8
Fork event: 1

Committers

Last synced: about 2 years ago

All Time

Total Commits: 745
Total Committers: 4
Avg Commits per committer: 186.25
Development Distribution Score (DDS): 0.458

Past Year

Commits: 21
Committers: 2
Avg Commits per committer: 10.5
Development Distribution Score (DDS): 0.143

Top Committers

Name	Email	Commits
Hannu Parviainen	h**u@i**s	404
Hannu Parviainen	h**i@g**m	339
Luca Borsato	b**a@g**m	1
Shashank Dholakia	s**1@g**m	1

Committer Domains (Top 20 + Academic)

iac.es: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 18
Total pull requests: 88
Average time to close issues: 9 days
Average time to close pull requests: 5 months
Total issue authors: 14
Total pull request authors: 2
Average comments per issue: 2.11
Average comments per pull request: 1.23
Merged pull requests: 1
Bot issues: 0
Bot pull requests: 87

Past Year

Issues: 2
Pull requests: 0
Average time to close issues: 3 days
Average time to close pull requests: N/A
Issue authors: 2
Pull request authors: 0
Average comments per issue: 0.5
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

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Top Authors

Issue Authors

jvines (2)
jabienias (2)
delinea (2)
mhooton (2)
JosephKarpinski (1)
asmasca (1)
n1md4 (1)
mileslucas (1)
TakuNishiumi (1)
sylviankahane (1)
simonehagey (1)
LucaMalavolta (1)
shashankdholakia (1)
gaetanoscandariato (1)

Pull Request Authors

dependabot-preview[bot] (98)
hpparvi (1)

Top Labels

Issue Labels

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dependencies (98)

Packages

Total packages: 3
Total downloads:
- pypi 750 last-month

Total dependent packages: 4
(may contain duplicates)
Total dependent repositories: 5
(may contain duplicates)
Total versions: 101
Total maintainers: 1

proxy.golang.org: github.com/hpparvi/pytransit

Documentation: https://pkg.go.dev/github.com/hpparvi/pytransit#section-documentation
License: gpl-2.0
Latest release: v2.6.15+incompatible
published 7 months ago

Versions: 24
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 5.4%

Average: 5.5%

Dependent repos count: 5.7%

Last synced: 6 months ago

proxy.golang.org: github.com/hpparvi/PyTransit

Documentation: https://pkg.go.dev/github.com/hpparvi/PyTransit#section-documentation
License: gpl-2.0
Latest release: v2.6.15+incompatible
published 7 months ago

Versions: 24
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 5.4%

Average: 5.5%

Dependent repos count: 5.7%

Last synced: 6 months ago

pypi.org: pytransit

Fast and painless exoplanet transit light curve modelling.

Documentation: https://pytransit.readthedocs.io/
License: GPLv2
Latest release: 2.6.15
published 7 months ago

Versions: 53
Dependent Packages: 4
Dependent Repositories: 5
Downloads: 750 Last month

Rankings

Dependent packages count: 1.9%

Dependent repos count: 6.6%

Average: 6.7%

Stargazers count: 7.4%

Forks count: 8.1%

Downloads: 9.4%

Maintainers (1)

hpparvi

Last synced: 6 months ago

Dependencies

requirements.txt pypi

arviz *
astropy *
celerite *
corner *
deprecated *
emcee *
ldtk *
matplotlib *
numba *
numpy *
pandas *
pyopencl *
pyrr *
scipy *
seaborn *
semantic_version *
setuptools *
tables *
tqdm *
uncertainties *
xarray *

setup.py pypi

numpy *

pytransit

Science Score: 67.0%

Keywords

Repository

Basic Info

Statistics

Topics

Metadata Files

README.md

PyTransit

Examples and tutorials

EMAC Workshop introduction video

RoadRunner transit model

Transmission spectroscopy transit model

Documentation

Installation

PyPI

GitHub

Citing

Author

Owner

Citation (CITATIONS.bib)

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

proxy.golang.org: github.com/hpparvi/pytransit

Rankings

proxy.golang.org: github.com/hpparvi/PyTransit

Rankings

pypi.org: pytransit

Rankings

Maintainers (1)

Dependencies