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Apache Spark - A unified analytics engine for large-scale data processing

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/ python/pyspark/ml/classification.py
master
March 19, 2026
T
[SPARK-56018][PYTHON] Use ruff as formatter
Tian Gao committed
eac3fe3
March 16, 2026
Y
[SPARK-55986][PYTHON] Upgrade black to 26.3.1
yangjie01 committed
cbcee8c
February 9, 2026
T
[SPARK-55355][PYTHON] Upgrade mypy version to the latest
Tian Gao committed
b4b8165
December 7, 2025
T
[SPARK-54628][PYTHON] Remove all unnecessary explicit super() arguments
Tian Gao committed
7e89a63
September 16, 2025
W
Fix: SparkML-connect can't load SparkML (legacy mode) saved model
Weichen Xu committed
f03c644
June 17, 2025
W
[SPARK-52470][ML][CONNECT] Support model summary offloading
Weichen Xu committed
fd74b5e
April 28, 2025
W
[SPARK-51880][ML][PYTHON][CONNECT] Fix ML cache object python client references
Weichen Xu committed
aeff679
April 23, 2025
W
[SPARK-51873][ML] For OneVsRest algorithm, allow using save / load to replace cache
Weichen Xu committed
d9816b7
March 20, 2025
R
[SPARK-51473][ML][CONNECT] ML transformed dataframe keep a reference to the model
Ruifeng Zheng committed
133b1b6
February 26, 2025
R
[SPARK-51282][ML][PYTHON][CONNECT] Optimize OneVsRestModel transform by eliminating the JVM-Python data exchange
Ruifeng Zheng committed
87fd092
February 19, 2025
R
[SPARK-51202][ML][PYTHON] Pass the session in meta algorithm python writers
Ruifeng Zheng committed
a44b613
February 10, 2025
X
[SPARK-48516][PYTHON][CONNECT] Turn on Arrow optimization for Python UDFs by default
Xinrong Meng committed
59dd406
February 6, 2025
H
[SPARK-50922][ML][PYTHON][CONNECT][FOLLOW-UP] Import pyspark.core module later for Spark Classic only
Hyukjin Kwon committed
0b7c4f1
February 3, 2025
R
[SPARK-50843][ML][PYTHON][CONNECT][FOLLOW-UP] Optimize the RPC for `TreeEnsembleModel.trees`
Ruifeng Zheng committed
8fc6a20
February 2, 2025
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[SPARK-50843][ML][PYTHON][CONNECT] Support return a new model from existing one
Ruifeng Zheng committed
ba18f50
January 28, 2025
R
[SPARK-50922][ML][PYTHON][CONNECT] Support OneVsRest on Connect
Ruifeng Zheng committed
b49ef2a
H
Revert "[SPARK-50922][ML][PYTHON][CONNECT] Support OneVsRest on Connect"
Hyukjin Kwon committed
0c283a8
R
[SPARK-50922][ML][PYTHON][CONNECT] Support OneVsRest on Connect
Ruifeng Zheng committed
22bac2e
January 24, 2025
R
[SPARK-50919][ML][PYTHON][CONNECT] Support LinearSVC on connect
Ruifeng Zheng committed
5c26684
January 16, 2025
H
[SPARK-49907][ML][CONNECT][FOLLOW-UP] Move pyspark.ml.remote to pyspark.ml.connect
Hyukjin Kwon committed
97241eb
January 14, 2025
B
[SPARK-49907][ML][CONNECT] Support spark.ml on Connect
Bobby Wang committed
fafe43c
December 27, 2024
H
[SPARK-50685][PYTHON] Improve Py4J performance by leveraging getattr
Hyukjin Kwon committed
2d320aa
October 15, 2024
X
[SPARK-49792][PYTHON][BUILD] Upgrade to numpy 2 for building and testing Spark branches
Xinrong Meng committed
0e75d19
July 30, 2024
R
[SPARK-49053][PYTHON][ML] Make model save/load helper functions accept spark session
Ruifeng Zheng committed
1ec211e
April 11, 2024
H
[SPARK-47807][PYTHON][ML] Make pyspark.ml compatible with pyspark-connect
Hyukjin Kwon committed
6fdf9c9
February 16, 2024
H
[SPARK-47055][PYTHON] Upgrade MyPy 1.8.0
Hyukjin Kwon committed
7668eb5
October 7, 2023
H
[SPARK-45446][PYTHON] Fix imports according to PEP8: pyspark.errors and pyspark.ml
Hyukjin Kwon committed
b724955
June 21, 2023
H
[SPARK-44133][PYTHON] Upgrade MyPy from 0.920 to 0.982
Hyukjin Kwon committed
10751dc
August 18, 2022
S
[SPARK-40132][ML] Restore rawPredictionCol to MultilayerPerceptronClassifier.setParams
Sean Owen committed
6768d9c
April 9, 2022
H
[SPARK-37398][PYTHON][ML] Inline type hints for pyspark.ml.classification
hi-zir committed
40cdb6d
February 18, 2022
Z
[SPARK-38243][PYTHON][ML] Fix pyspark.ml.LogisticRegression.getThreshold error message logic
zero323 committed
4399755
January 23, 2022
Z
[MINOR][PYTHON] Replace `@abstractproperty` with `@property` + `@abstractmethod`
zero323 committed
b4f0b18
November 10, 2021
Z
[SPARK-37022][PYTHON] Use black as a formatter for PySpark
zero323 committed
2fe9af8
June 20, 2021
H
[SPARK-35303][SPARK-35498][PYTHON][FOLLOW-UP] Copy local properties when starting the thread, and use inheritable thread in the current codebase
Hyukjin Kwon committed
6d30991
May 12, 2021
S
[MINOR][DOCS] Avoid some python docs where first sentence has "e.g." or similar
Sean Owen committed
a189be8
May 3, 2021
Y
[SPARK-35176][PYTHON] Standardize input validation error type
Yikun Jiang committed
44b7931
April 25, 2021
R
[SPARK-35024][ML] Refactor LinearSVC - support virtual centering
Ruifeng Zheng committed
1f150b9
April 21, 2021
H
[SPARK-35142][PYTHON][ML] Fix incorrect return type for `rawPredictionUDF` in `OneVsRestModel`
harupy committed
b6350f5
December 4, 2020
W
[SPARK-33520][ML][PYSPARK] make CrossValidator/TrainValidateSplit/OneVsRest Reader/Writer support Python backend estimator/evaluator
Weichen Xu committed
7e759b2
December 1, 2020
W
[SPARK-33592] Fix: Pyspark ML Validator params in estimatorParamMaps may be lost after saving and reloading
Weichen Xu committed
8016123
November 18, 2020
Z
[SPARK-32907][ML][PYTHON] Adaptively blockify instances - AFT,LiR,LoR
zhengruifeng committed
689c294
November 12, 2020
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[SPARK-32907][ML][PYTHON] adaptively blockify instances - LinearSVC
zhengruifeng committed
a288716
R
Revert "[WIP] Test (#30327)"
Ruifeng Zheng committed
6244407
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[WIP] Test (#30327)
WeichenXu committed
61ee5d8
November 10, 2020
Z
[SPARK-33251][PYTHON][DOCS] Migration to NumPy documentation style in ML (pyspark.ml.*)
zero323 committed
090962c
September 23, 2020
Z
[SPARK-32933][PYTHON] Use keyword-only syntax for keyword_only methods
zero323 committed
779f0a8
September 16, 2020
Z
[SPARK-32814][PYTHON] Replace __metaclass__ field with metaclass keyword
zero323 committed
c918909
August 31, 2020
F
[SPARK-32719][PYTHON] Add Flake8 check missing imports
Fokko Driesprong committed
a1e459e
August 3, 2020
H
[SPARK-32310][ML][PYSPARK] ML params default value parity in feature and tuning
Huaxin Gao committed
bc78859
July 29, 2020
H
[SPARK-32449][ML][PYSPARK] Add summary to MultilayerPerceptronClassificationModel
Huaxin Gao committed
40e6a5b