Metadata-Version: 2.1
Name: pxpy
Version: 1.0a16
Summary: discrete undirected probabilistic models
Home-page: https://www.randomfields.org/px
Author: Nico Piatkowski
Author-email: nico.piatkowski@gmail.com
License: UNKNOWN
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
Requires-Dist: pytest
Requires-Dist: numpy
Requires-Dist: tqdm

Copyright (c) 2019 Nico Piatkowski

pxpy
====
The python library for discrete pairwise undirected graphical models.

<https://randomfields.org>

Changelog
=========
* 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


