From 56423a8ed49bd5d16954054571a03e7ee9e2133f Mon Sep 17 00:00:00 2001 From: Dan F-M Date: Mon, 17 May 2021 06:06:47 -0400 Subject: [PATCH 1/5] make batman an optional dependency for tests --- tests/orbits/keplerian_test.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/tests/orbits/keplerian_test.py b/tests/orbits/keplerian_test.py index 1be9aa3b3..8e8dba91b 100644 --- a/tests/orbits/keplerian_test.py +++ b/tests/orbits/keplerian_test.py @@ -15,7 +15,13 @@ ) from exoplanet.units import with_unit +try: + import batman +except ImportError: + batman = None + +@pytest.mark.skipif(batman is None, reason="batman is not installed") def test_sky_coords(): from batman import _rsky @@ -313,6 +319,7 @@ def test_in_transit_circ(): assert np.all(inds == inds_circ) +@pytest.mark.skipif(batman is None, reason="batman is not installed") def test_small_star(): from batman import _rsky From 5f0057f9cff858875671b94831ca5db096f1f813 Mon Sep 17 00:00:00 2001 From: Dan F-M Date: Mon, 17 May 2021 06:57:14 -0400 Subject: [PATCH 2/5] fixing citation formatting --- joss/paper.md | 30 ++++++++++++++++-------------- 1 file changed, 16 insertions(+), 14 deletions(-) diff --git a/joss/paper.md b/joss/paper.md index 0975fb1aa..476bd290b 100644 --- a/joss/paper.md +++ b/joss/paper.md @@ -147,8 +147,8 @@ related. that must be compiled for performance. These include an efficient solver for Kepler's equation [based on the algorithm proposed by @raposo17] and limb darkened transit light curves [@agol20]. Besides the implementation for - `PyMC3` and `Theano`, `exoplanet-core` includes implementations in `numpy` - [@numpy] and `jax` [@jax]. + `PyMC3`, `exoplanet-core` includes implementations in `numpy` [@numpy] and + `jax` [@jax]. - `celerite2`[^celerite2], is an updated implementation of the _celerite_ algorithm[^celerite] [@foremanmackey17; @foremanmackey18] for scalable Gaussian Process regression for time series data. Like `exoplanet-core`, @@ -157,8 +157,8 @@ related. - `pymc3-ext`[^pymc3-ext], includes a set of helper functions to make `PyMC3` more amenable to the typical astronomical data analysis workflow. For example, it provides a tuning schedule for `PyMC3`'s sampler [based on the method used - by the `Stan` project @carpenter17] that provides better performance on models - with correlated parameters. + by the `Stan` project and described by @carpenter17] that provides better + performance on models with correlated parameters. - `rebound-pymc3`[^rebound-pymc3] provides an interface between _REBOUND_ [@rein12], _REBOUNDx_ [@tamayo20], and `PyMC3` to enable inference with full N-body orbit integration. @@ -208,18 +208,19 @@ libraries. As emphasized in the title of this paper, the main selling point of `exoplanet` when compared to other tools in this space is that it supports differentiation of all components of the model and is designed to integrate seamlessly with the -`aesara` [@aesara; formerly known as `Theano`, @theano] automatic -differentiation framework used by `PyMC3`. This allows the use of modern -inference algorithms such as No U-Turn Sampling [@hoffman14] or Automatic -Differentiation Variational Inference [@kucukelbir17]. These algorithms can have -some computational and conceptual advantages over inference methods that do not -use gradients, especially for high-dimensional models. The computation of gradients +`aesara` [@aesara] automatic differentiation framework used by `PyMC3`. It is +worth noting that `aesara` was previously known as `Theano` [@theano], so these +names are sometimes used interchangeably in the `PyMC3` or `exoplanet` +documentation[^theano-aesara]. This allows the use of modern inference +algorithms such as No U-Turn Sampling [@hoffman14] or Automatic Differentiation +Variational Inference [@kucukelbir17]. These algorithms can have some +computational and conceptual advantages over inference methods that do not use +gradients, especially for high-dimensional models. The computation of gradients is also useful for model optimization; this is necessary when, say, searching for new exoplanets, mapping out degeneracies or multiple modes of a posterior, -or estimating uncertainties from a Hessian. Care has been taken to provide gradients -which are numerically stable, and more accurate and faster to evaluate than -finite-difference gradients which can be subject to significant numerical errors -and require 2N computations of a model with N free parameters. +or estimating uncertainties from a Hessian. Care has been taken to provide +gradients which are numerically stable, and more accurate and faster to evaluate +than finite-difference gradients. # Acknowledgements @@ -243,3 +244,4 @@ Besides the software cited above, `exoplanet` is also built on top of `ArviZ` [^celerite]: [https://celerite.readthedocs.io](https://celerite.readthedocs.io) [^pymc3-ext]: [https://github.com/exoplanet-dev/pymc3-ext](https://github.com/exoplanet-dev/pymc3-ext) [^rebound-pymc3]: [https://github.com/exoplanet-dev/rebound-pymc3](https://github.com/exoplanet-dev/rebound-pymc3) +[^theano-aesara]: More information about this distinction is available at [https://docs.exoplanet.codes/en/stable/user/theano/](https://docs.exoplanet.codes/en/stable/user/theano/) From e3227be4694e3776768317d76069d6a169bfd6de Mon Sep 17 00:00:00 2001 From: Dan F-M Date: Mon, 17 May 2021 07:16:06 -0400 Subject: [PATCH 3/5] add a few more tool references --- joss/paper.bib | 55 ++++++++++++++++++++++++++++++++++++++++++++++++++ joss/paper.md | 22 +++++++++++--------- 2 files changed, 67 insertions(+), 10 deletions(-) diff --git a/joss/paper.bib b/joss/paper.bib index bd4616b7c..7e0b98c1b 100644 --- a/joss/paper.bib +++ b/joss/paper.bib @@ -687,3 +687,58 @@ @software{jax version = {0.2.5}, year = {2018} } + +@article{parviainen15b, + author = {{Parviainen}, H. and {Aigrain}, S.}, + title = {{LDTK: Limb Darkening Toolkit}}, + journal = {Monthly Notices of the Royal Astronomical Society}, + keywords = {gravitational lensing: micro, methods: numerical, techniques: interferometric, planets and satellites: general, binaries: eclipsing, Astrophysics - Earth and Planetary Astrophysics, Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Solar and Stellar Astrophysics}, + year = 2015, + month = nov, + volume = {453}, + number = {4}, + pages = {3821-3826}, + doi = {10.1093/mnras/stv1857}, + archiveprefix = {arXiv}, + eprint = {1508.02634}, + primaryclass = {astro-ph.EP}, + adsurl = {https://ui.adsabs.harvard.edu/abs/2015MNRAS.453.3821P}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@article{irwin11, + author = {{Irwin}, Jonathan M. and {Quinn}, Samuel N. and {Berta}, Zachory K. and {Latham}, David W. and {Torres}, Guillermo and {Burke}, Christopher J. and {Charbonneau}, David and {Dittmann}, Jason and {Esquerdo}, Gilbert A. and {Stefanik}, Robert P. and {Oksanen}, Arto and {Buchhave}, Lars A. and {Nutzman}, Philip and {Berlind}, Perry and {Calkins}, Michael L. and {Falco}, Emilio E.}, + title = {{LSPM J1112+7626: Detection of a 41 Day M-dwarf Eclipsing Binary from the MEarth Transit Survey}}, + journal = {The Astrophysical Journal}, + keywords = {binaries: eclipsing, stars: low-mass, Astrophysics - Solar and Stellar Astrophysics}, + year = 2011, + month = dec, + volume = {742}, + number = {2}, + eid = {123}, + pages = {123}, + doi = {10.1088/0004-637X/742/2/123}, + archiveprefix = {arXiv}, + eprint = {1109.2055}, + primaryclass = {astro-ph.SR}, + adsurl = {https://ui.adsabs.harvard.edu/abs/2011ApJ...742..123I}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@article{southworth04, + author = {{Southworth}, J. and {Maxted}, P.~F.~L. and {Smalley}, B.}, + title = {{Eclipsing binaries in open clusters - II. V453 Cyg in NGC 6871}}, + journal = {Monthly Notices of the Royal Astronomical Society}, + keywords = {binaries: eclipsing, binaries: spectroscopic, stars: early-type, stars: fundamental parameters, stars: individual: V453 Cyg, open clusters and associations: individual: NGC 6871, Astrophysics}, + year = 2004, + month = jul, + volume = {351}, + number = {4}, + pages = {1277-1289}, + doi = {10.1111/j.1365-2966.2004.07871.x}, + archiveprefix = {arXiv}, + eprint = {astro-ph/0403572}, + primaryclass = {astro-ph}, + adsurl = {https://ui.adsabs.harvard.edu/abs/2004MNRAS.351.1277S}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} diff --git a/joss/paper.md b/joss/paper.md index 476bd290b..46cb8d5b6 100644 --- a/joss/paper.md +++ b/joss/paper.md @@ -194,16 +194,18 @@ context. Some of the most popular tools in this space include (and note that this is far from a comprehensive list!) `EXOFAST` [@eastman13; @eastman19], `radvel` [@fulton18], `juliet` [@espinoza19], `exostriker` [@trifonov19], `PYANETI` -[@barragan19], `allesfitter` [@guenther20], and `orbitize` [@blunt20]. These -packages all focus on providing a high-level interface for designing models and -then executing a fit. `exoplanet`, however, is designed to be lower level and -more conceptually similar to tools like `batman` [@kreidberg15], `PyTransit` -[@parviainen15], `ellc` [@maxted16], `starry` [@luger19], or `Limbdark.jl` -[@agol20], which provide the building blocks for evaluating the models required -for inference with exoplanet datasets. In fact, several of the higher-level -packages listed above include these lower-level libraries as dependencies, and -our hope is that `exoplanet` could provide the backend for future high-level -libraries. +[@barragan19], `allesfitter` [@guenther20], and `orbitize` [@blunt20]. Similar +tools also exist for modeling observations of eclipsing binary systems, +including `JKTEBOP` [@southworth04] and `eb` [@irwin11]. These packages all +focus on providing a high-level interface for designing models and then +executing a fit. `exoplanet`, however, is designed to be lower level and more +conceptually similar to tools like `batman` [@kreidberg15], `PyTransit` +[@parviainen15], `ldtk` [@parviainen15b], `ellc` [@maxted16], `starry` +[@luger19], or `Limbdark.jl` [@agol20], which provide the building blocks for +evaluating the models required for inference with exoplanet datasets. In fact, +several of the higher-level packages listed above include these lower-level +libraries as dependencies, and our hope is that `exoplanet` could provide the +backend for future high-level libraries. As emphasized in the title of this paper, the main selling point of `exoplanet` when compared to other tools in this space is that it supports differentiation From 5ace60499c44e6c0a8ffacef8bca607970e4841d Mon Sep 17 00:00:00 2001 From: Dan F-M Date: Mon, 17 May 2021 07:20:18 -0400 Subject: [PATCH 4/5] adding phoebe reference --- joss/paper.bib | 19 +++++++++++++++++++ joss/paper.md | 20 ++++++++++---------- 2 files changed, 29 insertions(+), 10 deletions(-) diff --git a/joss/paper.bib b/joss/paper.bib index 7e0b98c1b..104007105 100644 --- a/joss/paper.bib +++ b/joss/paper.bib @@ -742,3 +742,22 @@ @article{southworth04 adsurl = {https://ui.adsabs.harvard.edu/abs/2004MNRAS.351.1277S}, adsnote = {Provided by the SAO/NASA Astrophysics Data System} } + +@article{conroy20, + author = {{Conroy}, Kyle E. and {Kochoska}, Angela and {Hey}, Daniel and {Pablo}, Herbert and {Hambleton}, Kelly M. and {Jones}, David and {Giammarco}, Joseph and {Abdul-Masih}, Michael and {Pr{\v{s}}a}, Andrej}, + title = {{Physics of Eclipsing Binaries. V. General Framework for Solving the Inverse Problem}}, + journal = {The Astrophysical Journal Supplement Series}, + keywords = {Eclipsing binary stars, 444, Astrophysics - Solar and Stellar Astrophysics, Astrophysics - Earth and Planetary Astrophysics, Astrophysics - Instrumentation and Methods for Astrophysics}, + year = 2020, + month = oct, + volume = {250}, + number = {2}, + eid = {34}, + pages = {34}, + doi = {10.3847/1538-4365/abb4e2}, + archiveprefix = {arXiv}, + eprint = {2006.16951}, + primaryclass = {astro-ph.SR}, + adsurl = {https://ui.adsabs.harvard.edu/abs/2020ApJS..250...34C}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} diff --git a/joss/paper.md b/joss/paper.md index 46cb8d5b6..21ddaa078 100644 --- a/joss/paper.md +++ b/joss/paper.md @@ -196,16 +196,16 @@ from a comprehensive list!) `EXOFAST` [@eastman13; @eastman19], `radvel` [@fulton18], `juliet` [@espinoza19], `exostriker` [@trifonov19], `PYANETI` [@barragan19], `allesfitter` [@guenther20], and `orbitize` [@blunt20]. Similar tools also exist for modeling observations of eclipsing binary systems, -including `JKTEBOP` [@southworth04] and `eb` [@irwin11]. These packages all -focus on providing a high-level interface for designing models and then -executing a fit. `exoplanet`, however, is designed to be lower level and more -conceptually similar to tools like `batman` [@kreidberg15], `PyTransit` -[@parviainen15], `ldtk` [@parviainen15b], `ellc` [@maxted16], `starry` -[@luger19], or `Limbdark.jl` [@agol20], which provide the building blocks for -evaluating the models required for inference with exoplanet datasets. In fact, -several of the higher-level packages listed above include these lower-level -libraries as dependencies, and our hope is that `exoplanet` could provide the -backend for future high-level libraries. +including `JKTEBOP` [@southworth04], `eb` [@irwin11], and `PHOEBE` [@conroy20]. +These packages all focus on providing a high-level interface for designing +models and then executing a fit. `exoplanet`, however, is designed to be lower +level and more conceptually similar to tools like `batman` [@kreidberg15], +`PyTransit` [@parviainen15], `ldtk` [@parviainen15b], `ellc` [@maxted16], +`starry` [@luger19], or `Limbdark.jl` [@agol20], which provide the building +blocks for evaluating the models required for inference with exoplanet datasets. +In fact, several of the higher-level packages listed above include these +lower-level libraries as dependencies, and our hope is that `exoplanet` could +provide the backend for future high-level libraries. 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