Metadata-Version: 2.1
Name: bob.pipelines
Version: 4.0.1
Summary: Tools to build robust and extensible pipelines
Author-email: Tiago de Freitas Pereira <tiago.pereira@idiap.ch>
License: BSD 3-Clause License
Project-URL: documentation, https://www.idiap.ch/software/bob/docs/bob/bob.pipelines/v4.0.1/sphinx/
Project-URL: homepage, https://pypi.org/project/bob.pipelines/
Project-URL: repository, https://gitlab.idiap.ch/bob/bob.pipelines
Project-URL: changelog, https://gitlab.idiap.ch/bob/bob.pipelines/-/releases
Keywords: bob,pipelines
Classifier: Framework :: Bob
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: bob ==12.1.1
Requires-Dist: bob.io.base ==5.1.1
Requires-Dist: clapper ~=1.0
Requires-Dist: dask ==2024.5.2
Requires-Dist: dask-jobqueue ~=0.8
Requires-Dist: dask-ml ==2024.3.20
Requires-Dist: distributed ==2024.5.2
Requires-Dist: h5py ~=3.7
Requires-Dist: numpy ~=1.26
Requires-Dist: requests ~=2.28
Requires-Dist: scikit-learn ~=1.4
Requires-Dist: xarray ==2024.5.0
Provides-Extra: doc
Requires-Dist: sphinx ; extra == 'doc'
Requires-Dist: sphinx-rtd-theme ; extra == 'doc'
Requires-Dist: sphinx-autodoc-typehints ; extra == 'doc'
Requires-Dist: auto-intersphinx ; extra == 'doc'
Requires-Dist: sphinxcontrib-programoutput ; extra == 'doc'
Requires-Dist: matplotlib ; extra == 'doc'
Requires-Dist: dask-ml ; extra == 'doc'
Provides-Extra: qa
Requires-Dist: pre-commit ; extra == 'qa'
Provides-Extra: test
Requires-Dist: pytest ; extra == 'test'
Requires-Dist: pytest-cov ; extra == 'test'
Requires-Dist: coverage ; extra == 'test'
Requires-Dist: dask-ml ; extra == 'test'

[![badge doc](https://img.shields.io/badge/docs-v4.0.1-orange.svg)](https://www.idiap.ch/software/bob/docs/bob/bob.pipelines/v4.0.1/sphinx/index.html)
[![badge pipeline](https://gitlab.idiap.ch/bob/bob.pipelines/badges/v4.0.1/pipeline.svg)](https://gitlab.idiap.ch/bob/bob.pipelines/commits/v4.0.1)
[![badge coverage](https://gitlab.idiap.ch/bob/bob.pipelines/badges/v4.0.1/coverage.svg)](https://www.idiap.ch/software/bob/docs/bob/bob.pipelines/v4.0.1/coverage)
[![badge gitlab](https://img.shields.io/badge/gitlab-project-0000c0.svg)](https://gitlab.idiap.ch/bob/bob.pipelines)

# Tools to build robust and extensible pipelines

This package is part of the signal-processing and machine learning toolbox
[Bob](https://www.idiap.ch/software/bob).

The goal is to provide more flexible pipeline mechanisms for
[bob.bio.base](http://gitlab.idiap.ch/bob/bob.bio.base) and
[bob.pad.base](http://gitlab.idiap.ch/bob/bob.pad.base).

It is based on the
[scikit-learn pipeline](https://scikit-learn.org/stable/modules/compose.html)
and adds a layer to route data and metadata through the pipeline (which is not
supported by scikit-learn yet).

## Installation

Complete bob's
[installation instructions](https://www.idiap.ch/software/bob/install). Then,
to install this package, run:

``` sh
conda install bob.pipelines
```

## Contact

For questions or reporting issues to this software package, contact our
development [mailing list](https://www.idiap.ch/software/bob/discuss).
