Index | index by Group | index by Distribution | index by Vendor | index by creation date | index by Name | Mirrors | Help | Search |
Name: python3-pomegranate | Distribution: SUSE Linux Enterprise 15 SP3 |
Version: 0.12.0 | Vendor: openSUSE |
Release: bp153.1.18 | Build date: Sun Mar 7 02:16:08 2021 |
Group: Unspecified | Build host: obs-arm-8 |
Size: 7936204 | Source RPM: python-pomegranate-0.12.0-bp153.1.18.src.rpm |
Packager: https://bugs.opensuse.org | |
Url: https://github.com/jmschrei/pomegranate | |
Summary: A graphical models library for Python |
Pomegranate is a graphical models library for Python, implemented in Cython for speed.
MIT
* Mon Jun 08 2020 Tomáš Chvátal <tchvatal@suse.com> - Disable py2 build due to missing deps * Mon Jan 06 2020 Todd R <toddrme2178@gmail.com> - Update to Version 0.12.0 + Highlights * MarkovNetwork models have been added in and include both inference and structure learning. * Support for Python 2 has been depricated. * Markov network, data generator, and callback tutorials have been added in * A robust `from_json` method has been added in to __init__.py that can deserialize JSONs from any pomegranate model. + MarkovNetwork * MarkovNetwork models have been added in as a new probabilistic model. * Loopy belief propagation inference has been added in using the FactorGraph backend * Structure learning has been added in using Chow-Liu trees + BayesianNetwork * Chow-Liu tree building has been sped up slightly, courtesy of @alexhenrie * Chow-Liu tree building was further sped up by almost an order of magnitude * Constraint Graphs no longer fail when passing in graphs with self loops, courtesy of @alexhenrie + BayesClassifier * Updated the `from_samples` method to accept BayesianNetwork as an emission. This will build one Bayesian network for each class and use them as the emissions. + Distributions * Added a warning to DiscreteDistribution when the user passes in an empty dictionary. * Fixed the sampling procedure for JointProbabilityTables. * GammaDistributions should have their shape issue resolved * The documentation for BetaDistributions has been updated to specify that it is a Beta-Bernoulli distribution. + io * New file added, io.py, that contains data generators that can be operated on * Added DataGenerator, DataFrameGenerator, and a BaseGenerator class to inherit from + HiddenMarkovModel * Added RandomState parameter to `from_samples` to account for randomness when building discrete models. + Misc * Unneccessary calls to memset have been removed, courtesy of @alexhenrie * Checking for missing values has been slightly refactored to be cleaner, courtesy of @mareksmid-lucid * Include the LICENSE file in MANIFEST.in and simplify a bit, courtesy of @toddrme2178 * Added in a robust from_json method that can be used to deseralize a JSON for any pomegranate model. + docs * Added io.rst to briefly describe data generators * Added MarkovNetwork.rst to describe Markov networks * Added links to tutorials that did not have tutorials linked to them. + Tutorials * Added in a tutorial notebook for Markov networks * Added in a tutorial notebook for data generators * Added in a tutorial notebook for callbacks + CI * Removed unit tests for Py2.7 from AppVeyor and Travis * Added unit tests for Py3.8 to AppVeyor and Travis - Dropped python2 support * Mon Nov 18 2019 Todd R <toddrme2178@gmail.com> - Initial version
/usr/lib64/python3.6/site-packages/pomegranate /usr/lib64/python3.6/site-packages/pomegranate-0.12.0-py3.6.egg-info /usr/lib64/python3.6/site-packages/pomegranate-0.12.0-py3.6.egg-info/PKG-INFO /usr/lib64/python3.6/site-packages/pomegranate-0.12.0-py3.6.egg-info/SOURCES.txt /usr/lib64/python3.6/site-packages/pomegranate-0.12.0-py3.6.egg-info/dependency_links.txt /usr/lib64/python3.6/site-packages/pomegranate-0.12.0-py3.6.egg-info/not-zip-safe /usr/lib64/python3.6/site-packages/pomegranate-0.12.0-py3.6.egg-info/requires.txt /usr/lib64/python3.6/site-packages/pomegranate-0.12.0-py3.6.egg-info/top_level.txt /usr/lib64/python3.6/site-packages/pomegranate/BayesClassifier.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/BayesClassifier.pyx /usr/lib64/python3.6/site-packages/pomegranate/BayesianNetwork.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/BayesianNetwork.pyx /usr/lib64/python3.6/site-packages/pomegranate/FactorGraph.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/FactorGraph.pyx /usr/lib64/python3.6/site-packages/pomegranate/MarkovChain.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/MarkovChain.pyx /usr/lib64/python3.6/site-packages/pomegranate/MarkovNetwork.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/MarkovNetwork.pyx /usr/lib64/python3.6/site-packages/pomegranate/NaiveBayes.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/NaiveBayes.pyx /usr/lib64/python3.6/site-packages/pomegranate/__init__.py /usr/lib64/python3.6/site-packages/pomegranate/__pycache__ /usr/lib64/python3.6/site-packages/pomegranate/__pycache__/__init__.cpython-36.opt-1.pyc /usr/lib64/python3.6/site-packages/pomegranate/__pycache__/__init__.cpython-36.pyc /usr/lib64/python3.6/site-packages/pomegranate/__pycache__/callbacks.cpython-36.opt-1.pyc /usr/lib64/python3.6/site-packages/pomegranate/__pycache__/callbacks.cpython-36.pyc /usr/lib64/python3.6/site-packages/pomegranate/__pycache__/io.cpython-36.opt-1.pyc /usr/lib64/python3.6/site-packages/pomegranate/__pycache__/io.cpython-36.pyc /usr/lib64/python3.6/site-packages/pomegranate/base.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/base.pxd /usr/lib64/python3.6/site-packages/pomegranate/base.pyx /usr/lib64/python3.6/site-packages/pomegranate/bayes.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/bayes.pxd /usr/lib64/python3.6/site-packages/pomegranate/bayes.pyx /usr/lib64/python3.6/site-packages/pomegranate/callbacks.py /usr/lib64/python3.6/site-packages/pomegranate/distributions /usr/lib64/python3.6/site-packages/pomegranate/distributions/BernoulliDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/BernoulliDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/BernoulliDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/BetaDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/BetaDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/BetaDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/ConditionalProbabilityTable.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/ConditionalProbabilityTable.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/ConditionalProbabilityTable.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/DirichletDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/DirichletDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/DirichletDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/DiscreteDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/DiscreteDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/DiscreteDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/ExponentialDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/ExponentialDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/ExponentialDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/GammaDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/GammaDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/GammaDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/IndependentComponentsDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/IndependentComponentsDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/IndependentComponentsDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/JointProbabilityTable.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/JointProbabilityTable.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/JointProbabilityTable.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/KernelDensities.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/KernelDensities.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/KernelDensities.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/LogNormalDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/LogNormalDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/LogNormalDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/MultivariateGaussianDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/MultivariateGaussianDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/MultivariateGaussianDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/NeuralNetworkWrapper.py /usr/lib64/python3.6/site-packages/pomegranate/distributions/NormalDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/NormalDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/NormalDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/PoissonDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/PoissonDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/PoissonDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/UniformDistribution.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/UniformDistribution.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/UniformDistribution.pyx /usr/lib64/python3.6/site-packages/pomegranate/distributions/__init__.py /usr/lib64/python3.6/site-packages/pomegranate/distributions/__pycache__ /usr/lib64/python3.6/site-packages/pomegranate/distributions/__pycache__/NeuralNetworkWrapper.cpython-36.opt-1.pyc /usr/lib64/python3.6/site-packages/pomegranate/distributions/__pycache__/NeuralNetworkWrapper.cpython-36.pyc /usr/lib64/python3.6/site-packages/pomegranate/distributions/__pycache__/__init__.cpython-36.opt-1.pyc /usr/lib64/python3.6/site-packages/pomegranate/distributions/__pycache__/__init__.cpython-36.pyc /usr/lib64/python3.6/site-packages/pomegranate/distributions/distributions.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/distributions/distributions.pxd /usr/lib64/python3.6/site-packages/pomegranate/distributions/distributions.pyx /usr/lib64/python3.6/site-packages/pomegranate/gmm.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/gmm.pyx /usr/lib64/python3.6/site-packages/pomegranate/hmm.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/hmm.pyx /usr/lib64/python3.6/site-packages/pomegranate/io.py /usr/lib64/python3.6/site-packages/pomegranate/kmeans.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/kmeans.pyx /usr/lib64/python3.6/site-packages/pomegranate/parallel.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/parallel.pyx /usr/lib64/python3.6/site-packages/pomegranate/utils.cpython-36m-aarch64-linux-gnu.so /usr/lib64/python3.6/site-packages/pomegranate/utils.pxd /usr/lib64/python3.6/site-packages/pomegranate/utils.pyx /usr/share/doc/packages/python3-pomegranate /usr/share/doc/packages/python3-pomegranate/README.md /usr/share/licenses/python3-pomegranate /usr/share/licenses/python3-pomegranate/LICENSE
Generated by rpm2html 1.8.1
Fabrice Bellet, Tue Jul 9 13:54:43 2024