Metadata-Version: 2.4
Name: unquad
Version: 0.8.5
Summary: DEPRECATED: This package has been renamed to 'nonconform'. Please install 'nonconform' instead with `pip install nonconform`.  Conformal Anomaly Detection
Project-URL: Homepage, https://github.com/OliverHennhoefer/unquad
Project-URL: Bugs, https://github.com/OliverHennhoefer/unquad/issues
Author-email: Oliver Hennhoefer <oliver.hennhoefer@mail.de>
Maintainer-email: Oliver Hennhoefer <oliver.hennhoefer@mail.de>
License: BSD 3-Clause License
        
        Copyright (c) 2024, Oliver Hennhöfer
        
        Redistribution and use in source and binary forms, with or without
        modification, are permitted provided that the following conditions are met:
        
        1. Redistributions of source code must retain the above copyright notice, this
           list of conditions and the following disclaimer.
        
        2. Redistributions in binary form must reproduce the above copyright notice,
           this list of conditions and the following disclaimer in the documentation
           and/or other materials provided with the distribution.
        
        3. Neither the name of the copyright holder nor the names of its
           contributors may be used to endorse or promote products derived from
           this software without specific prior written permission.
        
        THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
        AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
        IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
        DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
        FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
        DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
        SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
        CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
        OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
        OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
License-File: LICENSE
Keywords: anomaly detection,conformal anomaly detection,conformal inference,false discovery rate,uncertainty quantification
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.12
Requires-Dist: numpy~=1.26.0
Requires-Dist: pandas>=2.2.1
Requires-Dist: pyod~=2.0.3
Requires-Dist: scikit-learn>=1.6.1
Requires-Dist: scipy>=1.13.0
Requires-Dist: tqdm>=4.66.2
Provides-Extra: all
Requires-Dist: black; extra == 'all'
Requires-Dist: furo; extra == 'all'
Requires-Dist: myst-parser; extra == 'all'
Requires-Dist: online-fdr>=0.0.3; extra == 'all'
Requires-Dist: pre-commit; extra == 'all'
Requires-Dist: pyarrow>=16.1.0; extra == 'all'
Requires-Dist: ruff; extra == 'all'
Requires-Dist: sphinx; extra == 'all'
Requires-Dist: sphinx-autoapi; extra == 'all'
Requires-Dist: tensorflow>=2.16.1; extra == 'all'
Requires-Dist: torch>=2.7.0; extra == 'all'
Provides-Extra: data
Requires-Dist: pyarrow>=16.1.0; extra == 'data'
Provides-Extra: dev
Requires-Dist: black; extra == 'dev'
Requires-Dist: pre-commit; extra == 'dev'
Requires-Dist: ruff; extra == 'dev'
Provides-Extra: dl
Requires-Dist: tensorflow>=2.16.1; extra == 'dl'
Requires-Dist: torch>=2.7.0; extra == 'dl'
Provides-Extra: docs
Requires-Dist: furo; extra == 'docs'
Requires-Dist: myst-parser; extra == 'docs'
Requires-Dist: sphinx; extra == 'docs'
Requires-Dist: sphinx-autoapi; extra == 'docs'
Provides-Extra: fdr
Requires-Dist: online-fdr>=0.0.3; extra == 'fdr'
Description-Content-Type: text/markdown

# unquad (DEPRECATED)

⚠️ **This package is deprecated and has been renamed to [`nonconform`](https://pypi.org/project/nonconform/).**

Please uninstall `unquad` and install the new package instead:

```bash
pip uninstall unquad
pip install nonconform
