Metadata-Version: 2.1
Name: patternly
Version: 0.0.22
Summary: A tool for detecting anomalies in time series data
Home-page: https://github.com/zeroknowledgediscovery/mantis
Author: @zedlab_
Author-email: ishanu@uchicago.edu
License: LICENSE
Download-URL: https://github.com/zeroknowledgediscovery/mantis/archive/0.0.22.tar.gz
Description: ===============
        patternly
        ===============
        
        .. image:: http://zed.uchicago.edu/logo/patternly.png
           :height: 200px
           :alt: patternly logo
           :align: center
        
        .. class:: no-web no-pdf
        
        :Info: Paper draft link will be posted here
        :Author: Drew Vlasnik, Ishanu Chattopadhyay
        :Laboratory: The Laboratory for Zero Knowledge Discovery, The University of Chicago  https://zed.uchicago.edu
        :Description: Discovery of emergent anomalies in data streams without explicit  prior models of correct or aberrant behavior, based on the modeling of ergodic, quasi-stationary finite valued processes as probabilistic finite state automata (PFSA_).
        :Documentation: https://zeroknowledgediscovery.github.io/patternly
        
        .. _PFSA: https://pubmed.ncbi.nlm.nih.gov/23277601/
        
        
        **Installation:**
        
        .. code-block::
        
            pip install patternly --user -U
        
        
        **Usage:**
        
        See `examples`_.
        
        .. _examples: https://github.com/zeroknowledgediscovery/patternly/tree/main/examples
        
        .. code-block::
        
            from patternly.detection import AnomalyDetection
        
        
Keywords: anomaly detection,timeseries,model-free,adaptive
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Topic :: Software Development :: Libraries
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.6
Requires-Python: >=3.6
Description-Content-Type: text/x-rst
