Metadata-Version: 1.2
Name: BHClustering
Version: 0.0.3
Summary: Bayesian Hierarchical Clustering
Home-page: https://github.com/xiyanghu/BHC
Author: Xiyang Hu, Shuangjie Zhang
Author-email: xiyanghu@outlook.com
License: MIT
Description: 
        # BHC - Bayesian Hierarchical Clustering
        
        :100: 
        
        This is a project of implementing Beyesian Hierarchical Clustering in Python. 
        
        Heller, Katherine A., and Zoubin Ghahramani. "Bayesian hierarchical clustering." Proceedings of the 22nd international conference on Machine learning. ACM, 2005.
        
        
        ### Data sets:
        #### Data sets from the paper:
        toyexample: handwriting number 0,2,4. It has 64 variables, containing information of handwriting.
           
           `dim`: (120, 64) <br/>
        
        #### Data sets not in the paper:
        iris: This is perhaps the best known database to be found in the pattern recognition literature. Fisher's paper is a classic in the field and is referenced frequently to this day. (See Duda & Hart, for example.) The data set contains 3 classes of 50 instances each, where each class refers to a type of iris plant. One class is linearly separable from the other 2; the latter are NOT linearly separable from each other.  <br/>
           
           `dim`: (150, 5) <br/>
        
Platform: UNKNOWN
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Programming Language :: Python :: Implementation :: PyPy
Requires-Python: >=3.6.0
