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[SPARK-5012][MLLib][PySpark]Python API for Gaussian Mixture Model
Python API for the Gaussian Mixture Model clustering algorithm in MLLib. Author: FlytxtRnD <meethu.mathew@flytxt.com> Closes #4059 from FlytxtRnD/PythonGmmWrapper and squashes the following commits: c973ab3 [FlytxtRnD] Merge branch 'PythonGmmWrapper', remote-tracking branch 'upstream/master' into PythonGmmWrapper 339b09c [FlytxtRnD] Added MultivariateGaussian namedtuple and Arraybuffer in trainGaussianMixture fa0a142 [FlytxtRnD] New line added d5b36ab [FlytxtRnD] Changed argument names to lowercase ac134f1 [FlytxtRnD] Merge branch 'PythonGmmWrapper' of https://github.com/FlytxtRnD/spark into PythonGmmWrapper 6671ea1 [FlytxtRnD] Added mllib/stat/distribution.py 3aee84b [FlytxtRnD] Fixed style issues 2e9f12a [FlytxtRnD] Added mllib/stat/distribution.py and fixed style issues b22532c [FlytxtRnD] Merge branch 'PythonGmmWrapper', remote-tracking branch 'upstream/master' into PythonGmmWrapper 2e14d82 [FlytxtRnD] Incorporate MultivariateGaussian instances in GaussianMixtureModel 05767c7 [FlytxtRnD] Merge branch 'PythonGmmWrapper', remote-tracking branch 'upstream/master' into PythonGmmWrapper 3464d19 [FlytxtRnD] Merge branch 'PythonGmmWrapper', remote-tracking branch 'upstream/master' into PythonGmmWrapper c1d4c71 [FlytxtRnD] Merge branch 'PythonGmmWrapper', remote-tracking branch 'origin/PythonGmmWrapper' into PythonGmmWrapper 426d130 [FlytxtRnD] Added random seed parameter 332bad1 [FlytxtRnD] Merge branch 'PythonGmmWrapper', remote-tracking branch 'upstream/master' into PythonGmmWrapper f82750b [FlytxtRnD] Fixed style issues 5c83825 [FlytxtRnD] Split input file with space delimiter fda60f3 [FlytxtRnD] Python API for Gaussian Mixture Model
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- examples/src/main/python/mllib/gaussian_mixture_model.py 65 additions, 0 deletionsexamples/src/main/python/mllib/gaussian_mixture_model.py
- mllib/src/main/scala/org/apache/spark/mllib/api/python/PythonMLLibAPI.scala 55 additions, 1 deletion...la/org/apache/spark/mllib/api/python/PythonMLLibAPI.scala
- python/pyspark/mllib/clustering.py 88 additions, 4 deletionspython/pyspark/mllib/clustering.py
- python/pyspark/mllib/stat/__init__.py 2 additions, 1 deletionpython/pyspark/mllib/stat/__init__.py
- python/pyspark/mllib/stat/distribution.py 31 additions, 0 deletionspython/pyspark/mllib/stat/distribution.py
- python/pyspark/mllib/tests.py 26 additions, 0 deletionspython/pyspark/mllib/tests.py
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