Metadata-Version: 2.1
Name: cdcstream
Version: 0.2.2
Summary: Implementation of Ienco's algorithm CDCStream
Home-page: https://github.com/fzi-forschungszentrum-informatik/cdcstream
License: GNU General Public License v3.0
Author: Martin Trat
Author-email: trat@fzi.de
Requires-Python: >=3.7
Classifier: Development Status :: 3 - Alpha
Classifier: License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)
Classifier: License :: Other/Proprietary License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Dist: numpy
Requires-Dist: packaging
Requires-Dist: pandas
Requires-Dist: python-javabridge
Requires-Dist: python-weka-wrapper3 (>=0.2,<0.3)
Project-URL: Repository, https://github.com/fzi-forschungszentrum-informatik/cdcstream
Description-Content-Type: text/markdown

Cite this work as (BibTex):
```
@techreport{TratBenderOvtcharova2023_1000155196,
    author       = {Trat, Martin and Bender, Janek and Ovtcharova, Jivka},
    year         = {2023},
    title        = {Sensitivity-Based Optimization of Unsupervised Drift Detection for Categorical Data Streams},
    doi          = {10.5445/IR/1000155196},
    institution  = {{Karlsruher Institut für Technologie (KIT)}},
    issn         = {2194-1629},
    series       = {KIT Scientific Working Papers},
    keywords     = {unsupervised conceptdriftdetection, data streammining, productiveartificialintelligence, categorical data processing},
    pagetotal    = {10},
    language     = {english},
    volume       = {208}
}
```

Implementation of an augmented version of Dino Ienco's algorithm **CDCStream** (Change Detection in Categorical Evolving Data Streams) ([https://doi.org/10.1145/2554850.2554864](https://doi.org/10.1145/2554850.2554864)).

## Requirements
Please note that several requirements need to be fulfilled in order to run the software.
See repository readme for details.

## Acknowledgements
This software was developed at the FZI Research Center for Information Technology.
The associated research was funded by the German Federal Ministry of Education and Research (grant number: 02K18D033) within the context of the project SEAMLESS.

