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|
%global _empty_manifest_terminate_build 0
Name: python-pyvinecopulib
Version: 0.6.3
Release: 1
Summary: A python interface to vinecopulib
License: MIT
URL: https://github.com/vinecopulib/pyvinecopulib/
Source0: https://mirrors.aliyun.com/pypi/web/packages/f3/b4/58229d1b69e16d5c54d1f825ca7e03d43517849316564f2acfc8f784f1ea/pyvinecopulib-0.6.3.tar.gz
Requires: python3-pybind11
Requires: python3-setuptools
Requires: python3-setuptools-scm
Requires: python3-numpy
%description
# pyvinecopulib
[](https://github.com/vinecopulib/pyvinecopulib/actions)
[](https://opensource.org/licenses/MIT)
[](https://www.codacy.com/gh/vinecopulib/pyvinecopulib?utm_source=github.com&utm_medium=referral&utm_content=vinecopulib/pyvinecopulib&utm_campaign=Badge_Grade)
[](https://vinecopulib.github.io/pyvinecopulib/)
[](https://zenodo.org/badge/latestdoi/196999069)
### What are vine copulas?
Vine copulas are a flexible class of dependence models consisting of bivariate
building blocks (see e.g.,
[Aas et al., 2009](https://mediatum.ub.tum.de/doc/1083600/1083600.pdf)).
You can find a comprehensive list of publications and other materials on
[vine-copula.org](http://www.statistics.ma.tum.de/en/research/vine-copula-models/).
### What is pyvinecopulib?
[pyvinecopulib](https://vinecopulib.github.io/pyvinecopulib/) is the python interface to vinecopulib, a header-only C++ library for vine copula models based on
[Eigen](http://eigen.tuxfamily.org/index.php?title=Main_Page). It provides
high-performance implementations of the core features of the popular
[VineCopula R library](https://github.com/tnagler/VineCopula), in particular
inference algorithms for both vine copula and bivariate copula models.
Advantages over VineCopula are
* a stand-alone C++ library with interfaces to both R and Python,
* a sleaker and more modern API,
* shorter runtimes and lower memory consumption, especially in high dimensions,
* nonparametric and multi-parameter families.
### Prerequisites
* numpy (>=1.14)
* pybind11 (>=2.4)
* setuptools (>=30.3.0)
* setuptools_scm (>=2.0.0)
* To install from source: a compiler with C++11 support (Linux, OS X) or Visual Studio 2015 (required for all Python versions, see notes below)
### Installation
The easiest way to install the latest release is to use `pip`:
```
pip install pyvinecopulib
```
To install from source, just clone this repository and do `pip install`.
Note the `--recursive` option which is needed for the `eigen`, `vinecopulib` and `wdm` submodules:
```bash
git clone --recursive https://github.com/vinecopulib/pyvinecopulib.git
pip install -r ./pyvinecopulib/requirements.txt
pip install ./pyvinecopulib
```
### Examples
Jupyter notebooks with examples can be found in the examples folder.
### Documentation
For documentation of the `pyvinecopulib`'s functionality and
instructions how to use it, check out our
[website](https://vinecopulib.github.io/pyvinecopulib/) or the `docs/` folder
in this repository.
#### Building the documentation
Documentation for the example project is generated using Sphinx and the "Read the Docs" theme.
The following command generates HTML-based reference documentation; for other
formats please refer to the Sphinx manual:
* `pip install sphinx-rtd-theme`
- `cd pyvinecopulib/docs`
- `python3 serve_sphinx.py`
### License
pyvinecopulib is provided under an MIT license that can be found in the LICENSE
file. By using, distributing, or contributing to this project, you agree to the
terms and conditions of this license.
### Special notes for Windows
**Compiler requirements**
This package requires a C++11 compliant compiler, i.e Visual Studio 2015 on Windows.
Unlike regular C extension modules, it's perfectly fine to compile a pyvinecopulib module with a VS version newer than the target Python's VS version.
**Runtime requirements**
The Visual C++ 2015 redistributable packages are a runtime requirement for this
project.
### Contact
If you have any questions regarding the library, feel free to
[open an issue](https://github.com/pyvinecopulib/pyvinecopulib/issues/new) or
send a mail to <info@vinecopulib.org>.
%package -n python3-pyvinecopulib
Summary: A python interface to vinecopulib
Provides: python-pyvinecopulib
BuildRequires: python3-devel
BuildRequires: python3-setuptools
BuildRequires: python3-pip
BuildRequires: python3-cffi
BuildRequires: gcc
BuildRequires: gdb
%description -n python3-pyvinecopulib
# pyvinecopulib
[](https://github.com/vinecopulib/pyvinecopulib/actions)
[](https://opensource.org/licenses/MIT)
[](https://www.codacy.com/gh/vinecopulib/pyvinecopulib?utm_source=github.com&utm_medium=referral&utm_content=vinecopulib/pyvinecopulib&utm_campaign=Badge_Grade)
[](https://vinecopulib.github.io/pyvinecopulib/)
[](https://zenodo.org/badge/latestdoi/196999069)
### What are vine copulas?
Vine copulas are a flexible class of dependence models consisting of bivariate
building blocks (see e.g.,
[Aas et al., 2009](https://mediatum.ub.tum.de/doc/1083600/1083600.pdf)).
You can find a comprehensive list of publications and other materials on
[vine-copula.org](http://www.statistics.ma.tum.de/en/research/vine-copula-models/).
### What is pyvinecopulib?
[pyvinecopulib](https://vinecopulib.github.io/pyvinecopulib/) is the python interface to vinecopulib, a header-only C++ library for vine copula models based on
[Eigen](http://eigen.tuxfamily.org/index.php?title=Main_Page). It provides
high-performance implementations of the core features of the popular
[VineCopula R library](https://github.com/tnagler/VineCopula), in particular
inference algorithms for both vine copula and bivariate copula models.
Advantages over VineCopula are
* a stand-alone C++ library with interfaces to both R and Python,
* a sleaker and more modern API,
* shorter runtimes and lower memory consumption, especially in high dimensions,
* nonparametric and multi-parameter families.
### Prerequisites
* numpy (>=1.14)
* pybind11 (>=2.4)
* setuptools (>=30.3.0)
* setuptools_scm (>=2.0.0)
* To install from source: a compiler with C++11 support (Linux, OS X) or Visual Studio 2015 (required for all Python versions, see notes below)
### Installation
The easiest way to install the latest release is to use `pip`:
```
pip install pyvinecopulib
```
To install from source, just clone this repository and do `pip install`.
Note the `--recursive` option which is needed for the `eigen`, `vinecopulib` and `wdm` submodules:
```bash
git clone --recursive https://github.com/vinecopulib/pyvinecopulib.git
pip install -r ./pyvinecopulib/requirements.txt
pip install ./pyvinecopulib
```
### Examples
Jupyter notebooks with examples can be found in the examples folder.
### Documentation
For documentation of the `pyvinecopulib`'s functionality and
instructions how to use it, check out our
[website](https://vinecopulib.github.io/pyvinecopulib/) or the `docs/` folder
in this repository.
#### Building the documentation
Documentation for the example project is generated using Sphinx and the "Read the Docs" theme.
The following command generates HTML-based reference documentation; for other
formats please refer to the Sphinx manual:
* `pip install sphinx-rtd-theme`
- `cd pyvinecopulib/docs`
- `python3 serve_sphinx.py`
### License
pyvinecopulib is provided under an MIT license that can be found in the LICENSE
file. By using, distributing, or contributing to this project, you agree to the
terms and conditions of this license.
### Special notes for Windows
**Compiler requirements**
This package requires a C++11 compliant compiler, i.e Visual Studio 2015 on Windows.
Unlike regular C extension modules, it's perfectly fine to compile a pyvinecopulib module with a VS version newer than the target Python's VS version.
**Runtime requirements**
The Visual C++ 2015 redistributable packages are a runtime requirement for this
project.
### Contact
If you have any questions regarding the library, feel free to
[open an issue](https://github.com/pyvinecopulib/pyvinecopulib/issues/new) or
send a mail to <info@vinecopulib.org>.
%package help
Summary: Development documents and examples for pyvinecopulib
Provides: python3-pyvinecopulib-doc
%description help
# pyvinecopulib
[](https://github.com/vinecopulib/pyvinecopulib/actions)
[](https://opensource.org/licenses/MIT)
[](https://www.codacy.com/gh/vinecopulib/pyvinecopulib?utm_source=github.com&utm_medium=referral&utm_content=vinecopulib/pyvinecopulib&utm_campaign=Badge_Grade)
[](https://vinecopulib.github.io/pyvinecopulib/)
[](https://zenodo.org/badge/latestdoi/196999069)
### What are vine copulas?
Vine copulas are a flexible class of dependence models consisting of bivariate
building blocks (see e.g.,
[Aas et al., 2009](https://mediatum.ub.tum.de/doc/1083600/1083600.pdf)).
You can find a comprehensive list of publications and other materials on
[vine-copula.org](http://www.statistics.ma.tum.de/en/research/vine-copula-models/).
### What is pyvinecopulib?
[pyvinecopulib](https://vinecopulib.github.io/pyvinecopulib/) is the python interface to vinecopulib, a header-only C++ library for vine copula models based on
[Eigen](http://eigen.tuxfamily.org/index.php?title=Main_Page). It provides
high-performance implementations of the core features of the popular
[VineCopula R library](https://github.com/tnagler/VineCopula), in particular
inference algorithms for both vine copula and bivariate copula models.
Advantages over VineCopula are
* a stand-alone C++ library with interfaces to both R and Python,
* a sleaker and more modern API,
* shorter runtimes and lower memory consumption, especially in high dimensions,
* nonparametric and multi-parameter families.
### Prerequisites
* numpy (>=1.14)
* pybind11 (>=2.4)
* setuptools (>=30.3.0)
* setuptools_scm (>=2.0.0)
* To install from source: a compiler with C++11 support (Linux, OS X) or Visual Studio 2015 (required for all Python versions, see notes below)
### Installation
The easiest way to install the latest release is to use `pip`:
```
pip install pyvinecopulib
```
To install from source, just clone this repository and do `pip install`.
Note the `--recursive` option which is needed for the `eigen`, `vinecopulib` and `wdm` submodules:
```bash
git clone --recursive https://github.com/vinecopulib/pyvinecopulib.git
pip install -r ./pyvinecopulib/requirements.txt
pip install ./pyvinecopulib
```
### Examples
Jupyter notebooks with examples can be found in the examples folder.
### Documentation
For documentation of the `pyvinecopulib`'s functionality and
instructions how to use it, check out our
[website](https://vinecopulib.github.io/pyvinecopulib/) or the `docs/` folder
in this repository.
#### Building the documentation
Documentation for the example project is generated using Sphinx and the "Read the Docs" theme.
The following command generates HTML-based reference documentation; for other
formats please refer to the Sphinx manual:
* `pip install sphinx-rtd-theme`
- `cd pyvinecopulib/docs`
- `python3 serve_sphinx.py`
### License
pyvinecopulib is provided under an MIT license that can be found in the LICENSE
file. By using, distributing, or contributing to this project, you agree to the
terms and conditions of this license.
### Special notes for Windows
**Compiler requirements**
This package requires a C++11 compliant compiler, i.e Visual Studio 2015 on Windows.
Unlike regular C extension modules, it's perfectly fine to compile a pyvinecopulib module with a VS version newer than the target Python's VS version.
**Runtime requirements**
The Visual C++ 2015 redistributable packages are a runtime requirement for this
project.
### Contact
If you have any questions regarding the library, feel free to
[open an issue](https://github.com/pyvinecopulib/pyvinecopulib/issues/new) or
send a mail to <info@vinecopulib.org>.
%prep
%autosetup -n pyvinecopulib-0.6.3
%build
%py3_build
%install
%py3_install
install -d -m755 %{buildroot}/%{_pkgdocdir}
if [ -d doc ]; then cp -arf doc %{buildroot}/%{_pkgdocdir}; fi
if [ -d docs ]; then cp -arf docs %{buildroot}/%{_pkgdocdir}; fi
if [ -d example ]; then cp -arf example %{buildroot}/%{_pkgdocdir}; fi
if [ -d examples ]; then cp -arf examples %{buildroot}/%{_pkgdocdir}; fi
pushd %{buildroot}
if [ -d usr/lib ]; then
find usr/lib -type f -printf "\"/%h/%f\"\n" >> filelist.lst
fi
if [ -d usr/lib64 ]; then
find usr/lib64 -type f -printf "\"/%h/%f\"\n" >> filelist.lst
fi
if [ -d usr/bin ]; then
find usr/bin -type f -printf "\"/%h/%f\"\n" >> filelist.lst
fi
if [ -d usr/sbin ]; then
find usr/sbin -type f -printf "\"/%h/%f\"\n" >> filelist.lst
fi
touch doclist.lst
if [ -d usr/share/man ]; then
find usr/share/man -type f -printf "\"/%h/%f.gz\"\n" >> doclist.lst
fi
popd
mv %{buildroot}/filelist.lst .
mv %{buildroot}/doclist.lst .
%files -n python3-pyvinecopulib -f filelist.lst
%dir %{python3_sitearch}/*
%files help -f doclist.lst
%{_docdir}/*
%changelog
* Thu Jun 08 2023 Python_Bot <Python_Bot@openeuler.org> - 0.6.3-1
- Package Spec generated
|
