Metadata-Version: 2.1
Name: axisproj
Version: 0.2.3
Summary: Axis-Aligned Decomposition of Linear Projections.
Home-page: https://github.com/yarden-livnat/axisproj
Author: Yarden Livnat
Author-email: yarden@sci.utah.edu
License: BSD 3-Clause
Description: 
        # AxisProj
        Axis-Aligned Decomposition of Linear Projections
        
        ## Installation 
        ```pip install axisproj```
        
        #### From source:
        `pip install -e .` or `python setup.py`
        
        
        ## Usage
        ```
        from axisproj import LPPObjective, optiomal
        
        objective = LPPObjective(knn=12,sigma=0.3)
        lp, ap = optimal(X, objective)
        ```
        
        Three linear projection objectives are defined in `axisproj.objective`
        * LDEObjective
        * LPPObjective
        * PCAObjective
        
        `optimal()` also accepts an optional histogram function. The default value
        is generated using the `precision_recall.histogram` functor.
        
        ## Acknowledgment
        This package is a rewrite of the LLNL code described in 
        
        "Exploring High-Dimensional Structure via Axis-Aligned Decomposition of Linear Projections
        Linear Axis-Aligned", J. J. Thiagarajan, S. Liu, K. N. Ramamurthy and P.-T. Bremer, EuroVis 2018
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: >=3.7.0
Description-Content-Type: text/markdown
