Metadata-Version: 2.1
Name: pyxit
Version: 1.1.5
Summary: Implementation of Random subwindows and Extra-Trees algorithm.
Home-page: http://uliege.cytomine.org
License: LICENSE
Description: # pyxit
        
        This code implements the core algorithms for Random subwindows extraction and Extra-Trees classifiers.
        It is used by Cytomine DataMining applications: classification_validation, classification_model_builder, classification_prediction,
        segmentation_model_builder and segmentation_prediction.
        But it can be run without Cytomine on local data (using dir_ls and dir_ts arguments).
        
        It is based on the following paper:
        
        1) For image/object classification:
        "Towards Generic Image Classification using Tree-based Learning: an Extensive Empirical Study".
        Raphael Maree, Pierre Geurts, Louis Wehenkel.
        Pattern Recognition Letters, DOI: 10.1016/j.patrec.2016.01.006, 2016. 
        
        
        2) For image semantic segmentation:
        Fast Multi-Class Image Annotation with Random Subwindows and Multiple Output Randomized Trees
        Dumont et al., 2009
        http://orbi.ulg.ac.be/handle/2268/12205
        
        # Install
        Simply: 
        ```
        pip install pyxit
        ```
        
Platform: UNKNOWN
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved
Classifier: Programming Language :: Python
Classifier: Topic :: Software Development
Classifier: Topic :: Scientific/Engineering
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
