autoregressive-bbh-inference

This repository holds code and data release products behind the paper "A parameter-free tour of the binary black hole population"

https://github.com/tcallister/autoregressive-bbh-inference

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 8 DOI reference(s) in README
  • Academic publication links
    Links to: arxiv.org, zenodo.org
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (3.8%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

This repository holds code and data release products behind the paper "A parameter-free tour of the binary black hole population"

Basic Info
  • Host: GitHub
  • Owner: tcallister
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 82.3 MB
Statistics
  • Stars: 4
  • Watchers: 3
  • Forks: 5
  • Open Issues: 0
  • Releases: 3
Created almost 4 years ago · Last pushed almost 2 years ago
Metadata Files
Readme License Citation

README.md

DOI DOI

autoregressive-bbh-inference

This repository holds code and data release products behind the paper "A parameter-free tour of the binary black hole population" (arXiv:2302.07289)

For documentation and instructions for reproducing our results, see https://tcallister.github.io/autoregressive-bbh-inference/

Our datasets themselves are hosted on Zenodo. See our documentation pages above for info about how to download, inspect, and plots these datasets.

Owner

  • Name: Tom Callister
  • Login: tcallister
  • Kind: user
  • Location: Chicago, IL
  • Company: University of Chicago

Schmidt Postdoctoral Fellow at UChicago; gravitational-wave astronomer

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite this repository and the accompanying paper as below."
authors:
  - family-names: "Callister"
    given-names: "T"
    orcid: "https://orcid.org/0000-0001-9892-177X"
title: "autoregressive-bbh-inference"
version: 1.0.0
doi: 10.5281/zenodo.1234
date-released: 2024-06-03
url: "https://github.com/tcallister/autoregressive-bbh-inference"
preferred-citation:
  type: article
  authors:
    - family-names: "Callister"
      given-names: "T."
      orcid: "https://orcid.org/0000-0001-9892-177X"
    - family-names: "Farr"
      given-names: "W."
      orcid: "https://orcid.org/0000-0003-1540-8562"
  doi: "10.1103/PhysRevX.14.021005"
  title: "Parameter-Free Tour of the Binary Black Hole Population"
  journal: "Physical Review X"
  year: 2024
  issue: "2"
  volume: "14"
  pages: 021005

GitHub Events

Total
  • Fork event: 3
Last Year
  • Fork event: 3

Dependencies

environment.yml pypi
  • absl-py ==1.0.0
  • alabaster ==0.7.13
  • appnope ==0.1.3
  • argon2-cffi ==21.3.0
  • argon2-cffi-bindings ==21.2.0
  • arviz ==0.14.0
  • astropy ==5.0.4
  • asttokens ==2.0.5
  • attrs ==21.4.0
  • babel ==2.11.0
  • backcall ==0.2.0
  • beautifulsoup4 ==4.11.1
  • bleach ==5.0.0
  • cffi ==1.15.0
  • cftime ==1.6.0
  • charset-normalizer ==3.0.1
  • cycler ==0.11.0
  • debugpy ==1.6.0
  • decorator ==5.1.1
  • defusedxml ==0.7.1
  • docutils ==0.17.1
  • entrypoints ==0.4
  • etils ==0.7.1
  • executing ==0.8.3
  • fastjsonschema ==2.15.3
  • flatbuffers ==2.0
  • fonttools ==4.32.0
  • h5py ==3.8.0
  • idna ==3.4
  • imagesize ==1.4.1
  • importlib-metadata ==6.0.0
  • importlib-resources ==5.6.0
  • ipykernel ==6.13.0
  • ipython ==8.2.0
  • ipython-genutils ==0.2.0
  • ipywidgets ==7.7.0
  • jax ==0.3.16
  • jaxlib ==0.3.15
  • jedi ==0.18.1
  • jinja2 ==3.1.1
  • jsonschema ==4.4.0
  • jupyter ==1.0.0
  • jupyter-client ==7.2.2
  • jupyter-console ==6.4.3
  • jupyter-core ==4.9.2
  • jupyterlab-pygments ==0.2.1
  • jupyterlab-widgets ==1.1.0
  • kiwisolver ==1.4.2
  • markupsafe ==2.1.1
  • matplotlib ==3.5.1
  • matplotlib-inline ==0.1.3
  • mistune ==0.8.4
  • multipledispatch ==0.6.0
  • nbclient ==0.5.13
  • nbconvert ==6.5.0
  • nbformat ==5.3.0
  • nest-asyncio ==1.5.5
  • netcdf4 ==1.6.0
  • notebook ==6.4.10
  • numpy ==1.22.3
  • numpydoc ==1.5.0
  • numpyro ==0.10.0
  • opt-einsum ==3.3.0
  • packaging ==21.3
  • pandas ==1.4.2
  • pandocfilters ==1.5.0
  • parso ==0.8.3
  • pexpect ==4.8.0
  • pickleshare ==0.7.5
  • pillow ==9.1.0
  • prometheus-client ==0.14.1
  • prompt-toolkit ==3.0.29
  • psutil ==5.9.0
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • pycparser ==2.21
  • pyerfa ==2.0.0.1
  • pygments ==2.14.0
  • pyparsing ==3.0.8
  • pyrsistent ==0.18.1
  • python-dateutil ==2.8.2
  • pytz ==2022.1
  • pyyaml ==6.0
  • pyzmq ==22.3.0
  • qtconsole ==5.3.0
  • qtpy ==2.0.1
  • requests ==2.28.2
  • scipy ==1.8.0
  • send2trash ==1.8.0
  • setuptools ==67.1.0
  • six ==1.16.0
  • snowballstemmer ==2.2.0
  • soupsieve ==2.3.2
  • sphinx ==5.3.0
  • sphinx-rtd-theme ==1.1.1
  • sphinxcontrib-applehelp ==1.0.4
  • sphinxcontrib-devhelp ==1.0.2
  • sphinxcontrib-htmlhelp ==2.0.1
  • sphinxcontrib-jsmath ==1.0.1
  • sphinxcontrib-qthelp ==1.0.3
  • sphinxcontrib-serializinghtml ==1.1.5
  • stack-data ==0.2.0
  • terminado ==0.13.3
  • tinycss2 ==1.1.1
  • tornado ==6.1
  • tqdm ==4.64.0
  • traitlets ==5.1.1
  • typing-extensions ==4.1.1
  • urllib3 ==1.26.14
  • wcwidth ==0.2.5
  • webencodings ==0.5.1
  • widgetsnbextension ==3.6.0
  • xarray ==2022.3.0
  • xarray-einstats ==0.3.0
  • zipp ==3.8.0