Metadata-Version: 1.2
Name: pxpy
Version: 1.0a17
Summary: discrete undirected probabilistic models
Home-page: https://www.randomfields.org/px
Author: Nico Piatkowski
Author-email: nico.piatkowski@gmail.com
License: UNKNOWN
Description: Copyright (c) 2019 Nico Piatkowski
        
        pxpy
        ====
        The python library for discrete pairwise undirected graphical models.
        
        <https://randomfields.org>
        
        Changelog
        =========
        * 1.0a17: Simplified backend; added tests; fixed regularization bug; added AIC/BIC
        * 1.0a16: Fixed memory leak; enabled training resumption; improved optimization hooks
        * 1.0a15: Improved API
        * 1.0a14: Improved memory management
        * 1.0a13: Fixed memory leak with observed data
        * 1.0a12: Simplified access to vertex and pairwise marginals
        * 1.0a11: Added single variable marginals
        * 1.0a10: Optimized library build
        * 1.0a9:  Enabled sampling with observations; Fixed parameter name in marginal inference
        * 1.0a8:  Fixed maximum a posteriori estimation; Added custom graph construction
        * 1.0a7:  Multiple minor fixes; enabled marginal inference with observations; enabled minimal statistics
        * 1.0a6:  Added manual model creation; enabled training data with missing values
        * 1.0a5:  Fixed model management
        * 1.0a4:  Added model access in regularization and proximal hooks
        * 1.0a3:  Lower GLIBC requirement + removed libgomp dependency (linux)
        * 1.0a2:  Python 3.5 compatibility
        * 1.0a1:  Initial release
        
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: License :: Free for non-commercial use
Classifier: Operating System :: POSIX :: Linux
Classifier: Operating System :: Microsoft :: Windows
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.5
