ODIn/spark-instrumented-optimizer
1
0
Fork 0
Code Issues Pull requests Projects Releases Wiki Activity
spark-instrumented-optimizer/python/pyspark/ml
History
zhengruifeng 4021354b73 [SPARK-30044][ML] MNB/CNB/BNB use empty sigma matrix instead of null 
### What changes were proposed in this pull request?
MNB/CNB/BNB use empty sigma matrix instead of null

### Why are the changes needed?
1,Using empty sigma matrix will simplify the impl
2,I am reviewing FM impl these days, FMModels have optional bias and linear part. It seems more reasonable to set optional part an empty vector/matrix or zero value than `null`

### Does this PR introduce any user-facing change?
yes, sigma from `null` to empty matrix

### How was this patch tested?
updated testsuites

Closes #26679 from zhengruifeng/nb_use_empty_sigma.

Authored-by: zhengruifeng <ruifengz@foxmail.com>
Signed-off-by: zhengruifeng <ruifengz@foxmail.com>
2019-12-03 10:02:23 +08:00
..
linalg [SPARK-28206][PYTHON] Remove the legacy Epydoc in PySpark API documentation 2019-07-05 10:08:22 -07:00
param [SPARK-29691][ML][PYTHON] ensure Param objects are valid in fit, transform 2019-11-19 14:15:00 -08:00
tests [SPARK-29691][ML][PYTHON] ensure Param objects are valid in fit, transform 2019-11-19 14:15:00 -08:00
__init__.py [SPARK-24477][SPARK-24454][ML][PYTHON] Imports submodule in ml/__init__.py and add ImageSchema into __all__ 2018-06-08 09:32:11 -07:00
base.py [SPARK-29093][PYTHON][ML] Remove automatically generated param setters in _shared_params_code_gen.py 2019-10-28 11:36:10 +08:00
classification.py [SPARK-30044][ML] MNB/CNB/BNB use empty sigma matrix instead of null 2019-12-03 10:02:23 +08:00
clustering.py [SPARK-29867][ML][PYTHON] Add __repr__ in Python ML Models 2019-11-15 21:44:39 -08:00
common.py [SPARK-17679] [PYSPARK] remove unnecessary Py4J ListConverter patch 2016-10-03 14:12:03 -07:00
evaluation.py [SPARK-29960][ML][PYSPARK] MulticlassClassificationEvaluator support hammingLoss 2019-11-21 18:32:28 +08:00
feature.py [SPARK-29867][ML][PYTHON] Add __repr__ in Python ML Models 2019-11-15 21:44:39 -08:00
fpm.py [SPARK-29867][ML][PYTHON] Add __repr__ in Python ML Models 2019-11-15 21:44:39 -08:00
image.py [SPARK-25382][SQL][PYSPARK] Remove ImageSchema.readImages in 3.0 2019-07-31 14:26:18 +09:00
pipeline.py [SPARK-17025][ML][PYTHON] Persistence for Pipelines with Python-only Stages 2017-08-11 23:57:08 -07:00
recommendation.py [SPARK-29867][ML][PYTHON] Add __repr__ in Python ML Models 2019-11-15 21:44:39 -08:00
regression.py [SPARK-29867][ML][PYTHON] Add __repr__ in Python ML Models 2019-11-15 21:44:39 -08:00
stat.py [SPARK-29959][ML][PYSPARK] Summarizer support more metrics 2019-12-02 14:44:31 +08:00
tree.py [SPARK-29867][ML][PYTHON] Add __repr__ in Python ML Models 2019-11-15 21:44:39 -08:00
tuning.py [SPARK-29691][ML][PYTHON] ensure Param objects are valid in fit, transform 2019-11-19 14:15:00 -08:00
util.py [SPARK-28985][PYTHON][ML] Add common classes (JavaPredictor/JavaClassificationModel/JavaProbabilisticClassifier) in PYTHON 2019-09-19 08:17:25 -05:00
wrapper.py [SPARK-29867][ML][PYTHON] Add __repr__ in Python ML Models 2019-11-15 21:44:39 -08:00