{
"info": {
"author": "Vijay Varma",
"author_email": "vvarma@caltech.edu",
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"classifiers": [
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
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"Programming Language :: Python",
"Topic :: Scientific/Engineering :: Astronomy",
"Topic :: Scientific/Engineering :: Physics"
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"description": "[](https://github.com/vijayvarma392/surfinBH)\n[](https://pypi.org/project/surfinBH/)\n[](https://zenodo.org/badge/latestdoi/145179417)\n[](https://github.com/vijayvarma392/surfinBH/blob/master/LICENSE)\n[](https://travis-ci.org/vijayvarma392/surfinBH)\n\n# Welcome to surfinBH!\n\n![\"BHScattering\"](\"https://raw.githubusercontent.com/vijayvarma392/surfinBH/master/images/interaction.jpeg\")
\n\n
\n\n_**surfinBH**_ provides _**sur**rogate **fin**al **B**lack_ _**H**ole_\nproperties for mergers of binary black holes (BBH).\n\nThese fits are described in the following papers:
\n[1] Vijay Varma, D. Gerosa, L. C. Stein, F. He\u0301bert and H. Zhang,\n[arxiv:1809.09125](https://arxiv.org/abs/1809.09125).\n\n[2] Vijay Varma, S. E. Field, M. A. Scheel, J. Blackman, D. Gerosa, L. C.\nStein, L. E. Kidder, H. P. Pfeiffer,\n[arxiv:1905.09300](https://arxiv.org/abs/1905.09300).\n\nIf you find this package useful in your work, please cite reference [1] and,\nif available, the relevant paper describing the particular model. Please also\ncite this package, see the DOI badge at the top of this page for BibTeX keys.\n\nThis package is compatible with both python2 and python3.\nThis package lives on [GitHub](https://github.com/vijayvarma392/surfinBH) and\nis tested every day with [Travis CI](https://travis-ci.org/). You can see the\ncurrent build status of the master branch at the top of this page.\n\n## Installation\n\n### PyPI\n_**surfinBH**_ is available through [PyPI](https://pypi.org/project/surfinBH/):\n\n```shell\npip install surfinBH\n```\n\n\n### From source\n\n```shell\ngit clone https://github.com/vijayvarma392/surfinBH\ncd surfinBH\ngit submodule init\ngit submodule update\npython setup.py install\n```\n\nIf you do not have root permissions, replace the last step with\n`python setup.py install --user`\n\n\n## Dependencies\nAll of these can be installed through pip or conda.\n* [numpy](https://docs.scipy.org/doc/numpy/user/install.html)\n* [scipy](https://www.scipy.org/install.html)\n* [h5py](http://docs.h5py.org/en/latest/build.html)\n* [scikit-learn](http://scikit-learn.org/stable/install.html) (at least 0.19.1)\n* [lalsuite](https://pypi.org/project/lalsuite)\n* [gwsurrogate](https://pypi.org/project/gwsurrogate)\n* [NRSur7dq2](https://pypi.org/project/NRSur7dq2) (only for surfinBH7dq2)\n\n## Usage\n\n```python\nimport surfinBH\n```\n\n### See list of available fits\n```python\nprint(surfinBH.fits_collection.keys())\n>>> ['NRSur3dq8Remnant', 'NRSur7dq4Remnant', 'surfinBH7dq2']\n```\n\nPick your favorite fit and get some basic information about it.\n```python\nfit_name = 'NRSur7dq4Remnant'\n\nsurfinBH.fits_collection[fit_name].desc\n>>> 'Fits for remnant mass, spin and kick veclocity for generically precessing BBH systems up to mass ratio 4.'\n\nsurfinBH.fits_collection[fit_name].refs\n>>> 'arxiv:1905.09300'\n```\n\n### Load the fit\nThis only needs to be done **once** at the start of your script.\nIf the fit data is not already downloaded, this will also download the data.\n```python\nfit = surfinBH.LoadFits(fit_name)\n>>> Loaded NRSur7dq4Remnant fit.\n```\n### Evaluation\nThe evaluation of each fit is different, so be sure to read the documentation.\nThis also describes the frames in which different quantities are defined.\n```python\nhelp(fit)\n```\n\nWe also provide ipython examples for usage of different fits:\n\n##### Current fits\n\n* [NRSur7dq4Remnant](https://github.com/vijayvarma392/surfinBH/blob/master/examples/example_7dq4.ipynb) (Ref. [2])\n\n* [NRSur3dq8Remnant](https://github.com/vijayvarma392/surfinBH/blob/master/examples/example_3dq8.ipynb) (called surfinBH3dq8 in Ref. [1])\n\n##### Older fits\n\n* [surfinBH7dq2](https://github.com/vijayvarma392/surfinBH/blob/master/examples/example_7dq2.ipynb) (Ref. [1]. Superseded by NRSur7dq4Remnant)\n\n## Animations\n\nWe also provide a tool to visualize the binary black hole scattering process,\nsee\n[binary black hole explorer](https://vijayvarma392.github.io/binaryBHexp/).\nHere's an example:\n\n![](\"https://raw.githubusercontent.com/vijayvarma392/binaryBHexp/master/animations/video.gif\")
\n\n\n## Making contributions\nSee this\n[README](https://github.com/vijayvarma392/surfinBH/blob/master/README_developers.md)\nfor instructions on how to make contributions to this package.\n\nYou can find the list of contributors\n[here](https://github.com/vijayvarma392/surfinBH/graphs/contributors).\n\n\n## Credits\nThe code is developed and maintained by [Vijay\nVarma](http://www.tapir.caltech.edu/~vvarma/). Please report bugs by raising an\nissue on our [GitHub](https://github.com/vijayvarma392/surfinBH) repository.\n\n\n",
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