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BATMAN

BATMAN: Statistical analysis for expensive computer codes made easy - Published in JOSS (2018)

https://gitlab.com/cerfacs/batman

Science Score: 87.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 1 DOI reference(s) in JOSS metadata
  • ○
    Academic links in README
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ✓
    JOSS paper metadata
    Published in Journal of Open Source Software

Keywords

CFD Gaussian process LES ensemble pod polynomial chaos python surrogate model uncertainty quantification uncertainty visualization
Last synced: 4 months ago · JSON representation

Repository

Statistical analysis for expensive computer codes made easy.

Basic Info
  • Host: gitlab.com
  • Owner: cerfacs
  • License: cecill-b
  • Default Branch: develop
Statistics
  • Stars: 56
  • Forks: 118
  • Open Issues: 26
  • Releases: 0
Topics
CFD Gaussian process LES ensemble pod polynomial chaos python surrogate model uncertainty quantification uncertainty visualization
Created about 8 years ago

Owner

  • Name: CERFACS
  • Login: cerfacs
  • Kind: organization

[CERFACS](http://cerfacs.fr/) is a research center located in Toulouse, France

JOSS Publication

BATMAN: Statistical analysis for expensive computer codes made easy
Published
January 31, 2018
DOI
Volume 3, Issue 21, Page 493
Authors
Pamphile T. Roy ORCID
CERFACS, Toulouse, France
Sophie Ricci ORCID
CERFACS, Toulouse, France
Romain Dupuis
IRT Saint Exupéry/CERFACS, Toulouse, France
Robin Campet ORCID
CERFACS, Toulouse, France
Jean-Christophe Jouhaud
CERFACS, Toulouse, France
Cyril Fournier
CERFACS, Toulouse, France
Editor
Kathryn Huff ORCID
Tags
Uncertainty Quantification Statistical Analysis Surrogate Model Design of Experiments Uncertainty Visualization
View PDF Review Thread Software Archive

Committers

Last synced: 4 months ago

All Time
  • Total Commits: 972
  • Total Committers: 17
  • Avg Commits per committer: 57.176
  • Development Distribution Score (DDS): 0.239
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Pamphile Roy r****y@c****r 740
Robin Campet c****t@c****r 44
Sophie Ricci r****i@c****r 35
Romain Dupuis d****s@c****r 30
Cyril Fournier f****r@c****r 26
Vincent Baudoui b****i@c****r 18
Hadrien g****e@c****r 18
JCJ j****d@c****r 17
Matthias De Lozzo d****o@c****r 12
Marc Montagnac M****c@c****r 9
Andrea Trucchia t****a@c****r 7
Pamphile Roy r****e@g****m 4
Remi Macadre m****e@c****r 4
Dast d****t@c****r 2
Jean-Baptiste VESLIN j****1@f****r 2
Julien Schueller s****r@p****m 2
Romain Dupuis r****s@i****m 2
Committer Domains (Top 20 + Academic)
cerfacs.fr: 13 irt-saintexupery.com: 1 phimeca.com: 1 free.fr: 1

Issues and Pull Requests

Last synced: 4 months ago

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 22 last-month
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 1
    (may contain duplicates)
  • Total versions: 6
  • Total maintainers: 2
pypi.org: ot-batman

BATMAN: Statistical analysis for expensive computer codes made easy

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 22 Last month
Rankings
Forks count: 4.4%
Stargazers count: 9.2%
Dependent packages count: 10.1%
Average: 15.8%
Dependent repos count: 21.6%
Downloads: 33.8%
Maintainers (2)
tupui dast
Last synced: 4 months ago
conda-forge.org: batman

Batman is a python module that allows to seamlessly perform statistical analysis using any computer solver. From a simple settings file, it handle automatically all necessary steps to do such analysis. Furthermore, batman's API allows to use independantly all functionalities.

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Forks count: 25.0%
Dependent repos count: 34.0%
Stargazers count: 36.0%
Average: 36.5%
Dependent packages count: 51.2%
Last synced: 4 months ago

Dependencies

.gitlab/continuous_integration/environment.yml conda
  • alabaster
  • asn1crypto
  • astroid
  • atomicwrites
  • attrs
  • babel
  • bcrypt
  • blas
  • bzip2
  • ca-certificates
  • certifi
  • cffi
  • chardet
  • cryptography
  • cryptography-vectors
  • cycler
  • dill
  • docutils
  • freetype
  • gettext
  • gmp
  • gnutls
  • icu
  • idna
  • imagesize
  • isort
  • jinja2
  • jsonschema
  • kiwisolver
  • lazy-object-proxy
  • libffi
  • libgfortran
  • libiconv
  • libpng
  • libxml2
  • markupsafe
  • matplotlib
  • mccabe
  • more-itertools
  • multiprocess
  • muparser
  • ncurses
  • nettle
  • nlopt
  • numpy
  • openblas
  • openssl
  • openturns 1.12
  • packaging
  • pandas
  • paramiko
  • pathos
  • pbr
  • pip
  • pluggy
  • pox
  • ppft
  • py
  • pyasn1
  • pycparser
  • pygments
  • pynacl
  • pyopenssl
  • pyparsing
  • pysocks
  • python
  • python-dateutil
  • pytz
  • readline
  • requests
  • scikit-learn
  • scipy
  • setuptools
  • six
  • snowballstemmer
  • sphinx
  • sphinx_rtd_theme
  • sphinxcontrib-websupport
  • sqlite
  • tbb
  • tk
  • tornado
  • typed-ast
  • urllib3
  • wheel
  • wrapt
  • x264
  • xz
  • zlib
requirements.txt pypi
  • Babel ==2.6.0
  • Jinja2 ==2.10
  • MarkupSafe ==1.0
  • PyNaCl ==1.1.2
  • PySocks ==1.6.8
  • Pygments ==2.2.0
  • Sphinx ==1.8.1
  • alabaster ==0.7.11
  • asn1crypto ==0.24.0
  • astroid ==2.0.3
  • atomicwrites ==1.2.1
  • attrs ==18.2.0
  • bcrypt ==3.1.4
  • certifi ==2018.8.24
  • cffi ==1.11.5
  • chardet ==3.0.4
  • coverage ==4.5.1
  • cryptography ==2.3.1
  • cryptography-vectors ==2.3.1
  • cycler ==0.10.0
  • dill ==0.3.2
  • docutils ==0.14
  • idna ==2.7
  • imagesize ==1.1.0
  • isort ==4.3.4
  • jsonschema ==2.6.0
  • kiwisolver ==1.0.1
  • lazy-object-proxy ==1.3.1
  • matplotlib ==2.2.2
  • mccabe ==0.6.1
  • mock ==2.0.0
  • more-itertools ==4.3.0
  • multiprocess ==0.70.10
  • numpy ==1.15.2
  • packaging ==18.0
  • pandas ==1.0.3
  • paramiko ==2.4.1
  • pathos ==0.2.1
  • pbr ==4.2.0
  • pluggy ==0.7.1
  • pox ==0.2.8
  • ppft ==1.6.6.2
  • py ==1.6.0
  • pyOpenSSL ==18.0.0
  • pyasn1 ==0.4.4
  • pycodestyle ==2.4.0
  • pycparser ==2.19
  • pylint ==2.1.1
  • pyparsing ==2.2.2
  • pytest ==3.6.10
  • pytest-runner ==4.2
  • python-dateutil ==2.7.3
  • pytz ==2018.5
  • requests ==2.19.1
  • scikit-learn ==0.20.0
  • scipy ==1.1.0
  • six ==1.11.0
  • snowballstemmer ==1.2.1
  • sphinx-rtd-theme ==0.4.1
  • sphinxcontrib-websupport ==1.1.0
  • tornado ==5.1.1
  • typed-ast ==1.1.0
  • urllib3 ==1.23
  • wrapt ==1.10.11
setup.py pypi
  • jsonschema >=3.2.0
  • matplotlib >=3.1.3
  • numpy >=1.18.1
  • openturns >=1.14
  • pandas >=1.0.4
  • paramiko >=2.7.1
  • pathos >=0.2.5
  • scikit-learn >=0.22.1
  • scipy >=1.1.0