spark-instrumented-optimizer/python/pyspark/ml
Yanbo Liang 670891496a [SPARK-16494][ML] Upgrade breeze version to 0.12
## What changes were proposed in this pull request?
breeze 0.12 has been released for more than half a year, and it brings lots of new features, performance improvement and bug fixes.
One of the biggest features is ```LBFGS-B``` which is an implementation of ```LBFGS``` with box constraints and much faster for some special case.
We would like to implement Huber loss function for ```LinearRegression``` ([SPARK-3181](https://issues.apache.org/jira/browse/SPARK-3181)) and it requires ```LBFGS-B``` as the optimization solver. So we should bump up the dependent breeze version to 0.12.
For more features, improvements and bug fixes of breeze 0.12, you can refer the following link:
https://groups.google.com/forum/#!topic/scala-breeze/nEeRi_DcY5c

## How was this patch tested?
No new tests, should pass the existing ones.

Author: Yanbo Liang <ybliang8@gmail.com>

Closes #14150 from yanboliang/spark-16494.
2016-07-19 12:31:04 +01:00
..
linalg [SPARK-14906][ML] Copy linalg in PySpark to new ML package 2016-05-17 00:08:02 -07:00
param [SPARK-14615][ML] Use the new ML Vector and Matrix in the ML pipeline based algorithms 2016-05-17 12:51:07 -07:00
__init__.py [SPARK-14817][ML][MLLIB][DOC] Made DataFrame-based API primary in MLlib guide 2016-07-15 13:38:23 -07:00
base.py [SPARK-15364][ML][PYSPARK] Implement PySpark picklers for ml.Vector and ml.Matrix under spark.ml.python 2016-06-13 19:59:53 -07:00
classification.py [SPARK-16494][ML] Upgrade breeze version to 0.12 2016-07-19 12:31:04 +01:00
clustering.py [SPARK-15364][ML][PYSPARK] Implement PySpark picklers for ml.Vector and ml.Matrix under spark.ml.python 2016-06-13 19:59:53 -07:00
common.py [SPARK-16348][ML][MLLIB][PYTHON] Use full classpaths for pyspark ML JVM calls 2016-07-05 17:00:24 -07:00
evaluation.py [SPARK-15364][ML][PYSPARK] Implement PySpark picklers for ml.Vector and ml.Matrix under spark.ml.python 2016-06-13 19:59:53 -07:00
feature.py [SPARK-14812][ML][MLLIB][PYTHON] Experimental, DeveloperApi annotation audit for ML 2016-07-13 12:33:39 -07:00
pipeline.py [SPARK-15364][ML][PYSPARK] Implement PySpark picklers for ml.Vector and ml.Matrix under spark.ml.python 2016-06-13 19:59:53 -07:00
recommendation.py [SPARK-15741][PYSPARK][ML] Pyspark cleanup of set default seed to None 2016-06-21 11:43:25 -07:00
regression.py [SPARK-14812][ML][MLLIB][PYTHON] Experimental, DeveloperApi annotation audit for ML 2016-07-13 12:33:39 -07:00
tests.py [SPARK-14817][ML][MLLIB][DOC] Made DataFrame-based API primary in MLlib guide 2016-07-15 13:38:23 -07:00
tuning.py [SPARK-14812][ML][MLLIB][PYTHON] Experimental, DeveloperApi annotation audit for ML 2016-07-13 12:33:39 -07:00
util.py [SPARK-15364][ML][PYSPARK] Implement PySpark picklers for ml.Vector and ml.Matrix under spark.ml.python 2016-06-13 19:59:53 -07:00
wrapper.py [SPARK-15364][ML][PYSPARK] Implement PySpark picklers for ml.Vector and ml.Matrix under spark.ml.python 2016-06-13 19:59:53 -07:00