databricks/spark-sklearn issues and pull requests

#115 - [ML-9015] Deprecate spark-sklearn repo

Pull Request - State: closed - Opened by WeichenXu123 about 5 years ago - 1 comment

#114 - Long Time to Collect Results of Distributed Spark-Sklearn Training

Issue - State: open - Opened by wjohnson over 5 years ago - 1 comment

#113 - Scikit >=20.0 support

Issue - State: open - Opened by yishilin14 over 5 years ago - 5 comments

#112 - test_scipy_sparse (spark_sklearn.converter_test.CSRVectorUDTTests) failure

Issue - State: open - Opened by austinwiltshire over 5 years ago

#111 - AttributeError: 'KeyedEstimator' object has no attribute '_input_kwargs'

Issue - State: open - Opened by logicdj over 5 years ago

#110 - spark-sklearn on windows- not working on local

Issue - State: closed - Opened by mohkar123 almost 6 years ago - 8 comments

#109 - It appears that you are attempting to reference SparkContext from a broadcast

Issue - State: closed - Opened by fissehab almost 6 years ago

#108 - toSpark() must be called with Converter instance as first argument

Issue - State: closed - Opened by fissehab almost 6 years ago - 3 comments

#107 - Need for an example

Issue - State: closed - Opened by frbattid almost 6 years ago - 1 comment

#106 - Fix Sampling Documentation In RandomSearchCV

Pull Request - State: closed - Opened by shaunswanson about 6 years ago

#105 - best_params_ not supported by RandomizedSearchCV()

Issue - State: open - Opened by shaunswanson about 6 years ago - 1 comment

#104 - Clarify RandomizedSearchCV documentation for sampling with replacement

Issue - State: open - Opened by shaunswanson about 6 years ago - 2 comments

#103 - Require scikit < 0.20 to allow 0.19.x

Pull Request - State: closed - Opened by srowen about 6 years ago

#102 - Updates for 0.3.0

Pull Request - State: closed - Opened by srowen about 6 years ago - 1 comment

#101 - Spark Broadcast exceeding executor memory with large training data set

Issue - State: closed - Opened by shaunswanson about 6 years ago - 4 comments

#100 - Add RandomizedSearchCV (rebase of #48)

Pull Request - State: closed - Opened by srowen about 6 years ago - 1 comment
Labels: enhancement

#99 - Clean up PEP8 warnings

Pull Request - State: closed - Opened by srowen about 6 years ago

#98 - fix typo

Pull Request - State: closed - Opened by kornosk about 6 years ago

#97 - Add statement about roadmap and contributions

Pull Request - State: closed - Opened by srowen about 6 years ago
Labels: enhancement

#96 - Set .classes_, .coef_ on scikit models correctly to enable prediction

Pull Request - State: closed - Opened by srowen about 6 years ago - 1 comment
Labels: bug

#95 - Resolve doctest warnings, except those about missing attributes

Pull Request - State: closed - Opened by srowen about 6 years ago
Labels: enhancement

#94 - Resolve many scikit warnings

Pull Request - State: closed - Opened by srowen about 6 years ago - 2 comments
Labels: enhancement

#93 - Convert README to .rst for better rendering in Python docs

Pull Request - State: closed - Opened by srowen about 6 years ago
Labels: enhancement

#92 - Revert "Update grid_search.py"

Pull Request - State: closed - Opened by srowen about 6 years ago

#91 - Various README updates: remove outdated info, or info that was moved elsewhere

Pull Request - State: closed - Opened by srowen about 6 years ago

#90 - Download Spark from mirrors; test vs newer Spark, libs

Pull Request - State: closed - Opened by srowen about 6 years ago - 4 comments
Labels: enhancement

#89 - Add CONTRIBUTING.md

Pull Request - State: closed - Opened by srowen about 6 years ago - 2 comments
Labels: enhancement

#88 - Feature request: Probability Calibration

Issue - State: open - Opened by chomchomtron about 6 years ago
Labels: enhancement

#87 - ImportError: No module named

Issue - State: closed - Opened by PoeteMaudit over 6 years ago - 1 comment

#86 - "TypeError: Can't instantiate abstract class GridSearchCV with abstract methods _run_search"

Issue - State: closed - Opened by cmglaze over 6 years ago - 2 comments

#85 - compatibility issue with standard gridsearch code

Pull Request - State: closed - Opened by asanjar over 6 years ago - 1 comment

#84 - Feature compatibility issue with standard sklearn gridsearch, missing best_score_

Pull Request - State: closed - Opened by asanjar over 6 years ago - 1 comment

#83 - Optimisation for memory when constructing param_grid in grid_search

Pull Request - State: closed - Opened by digital10111 over 6 years ago - 3 comments
Labels: enhancement

#82 - Spark 2.3 compatible?

Issue - State: closed - Opened by Tagar over 6 years ago - 2 comments

#81 - ImportError: Module not found with Azure Spark Cluster

Issue - State: closed - Opened by Nimi42 over 6 years ago - 1 comment

#80 - pip install spark-sklearn-(version-no) doesn't work

Issue - State: closed - Opened by falconic over 6 years ago - 5 comments

#79 - Update grid_search.py

Pull Request - State: closed - Opened by Kautenja almost 7 years ago - 5 comments
Labels: bug

#78 - [issue #77] Add parallel implementation of RandomizedSearchCV

Pull Request - State: closed - Opened by munro almost 7 years ago - 2 comments
Labels: enhancement

#77 - Implement parallelized RandomizedSearchCV

Issue - State: closed - Opened by munro almost 7 years ago - 1 comment

#76 - Add Random Search

Pull Request - State: closed - Opened by ghost almost 7 years ago

#75 - Add RandomizedSearchCV

Pull Request - State: closed - Opened by mateuszpieniak almost 7 years ago

#74 - Update grid_search.py

Pull Request - State: closed - Opened by surajiyer about 7 years ago - 3 comments
Labels: enhancement

#73 - best_params_ missing on GridSearchCV

Issue - State: open - Opened by dklischies about 7 years ago - 3 comments
Labels: bug

#72 - Multiple scorers

Issue - State: open - Opened by tomaszdudek7 over 7 years ago - 7 comments
Labels: enhancement

#71 - Is there any way to broadcast sk-learn model?

Issue - State: open - Opened by allwefantasy over 7 years ago
Labels: enhancement

#70 - Bump version to 0.2.3, fix spark-package build

Pull Request - State: closed - Opened by smurching over 7 years ago

#69 - Add link to API docs in README, remove generated doc files in python/doc_gen

Pull Request - State: closed - Opened by smurching over 7 years ago - 1 comment

#68 - Update documentation build to use jekyll & Github pages

Pull Request - State: closed - Opened by smurching over 7 years ago - 7 comments

#67 - [WIP] Update documentation build to use jekyll & Github pages

Pull Request - State: closed - Opened by smurching over 7 years ago

#66 - Update root README

Pull Request - State: closed - Opened by smurching over 7 years ago

#65 - Update README, setup.py for release 0.2.2

Pull Request - State: closed - Opened by smurching over 7 years ago

#64 - [#63] Remove usage of deprecated scikit-learn API in GridSearchCV

Pull Request - State: closed - Opened by smurching over 7 years ago - 2 comments

#63 - TypeError: fit() argument after ** must be a mapping, not NoneType

Issue - State: closed - Opened by mtnwni over 7 years ago - 2 comments

#62 - [WIP] Remove usage of deprecated scikit-learn APIs

Pull Request - State: closed - Opened by smurching over 7 years ago

#61 - Change python README to rst

Pull Request - State: closed - Opened by andrewmchen over 7 years ago - 1 comment

#60 - Add Spark 2.2 to travis build

Pull Request - State: closed - Opened by smurching over 7 years ago - 2 comments

#59 - AttributeError: 'function' object has no attribute '_input_kwargs'

Issue - State: closed - Opened by sounakban over 7 years ago - 1 comment

#58 - Convert IndexError: tuple index out of range

Issue - State: closed - Opened by nlathia over 7 years ago - 4 comments
Labels: bug

#57 - [#54] Updated compatibility to spark 2.1

Pull Request - State: closed - Opened by ajaysaini725 over 7 years ago - 2 comments

#56 - [53] Update compatibility to Sklearn .18.

Pull Request - State: closed - Opened by ajaysaini725 over 7 years ago - 2 comments

#55 - Fix tests

Pull Request - State: closed - Opened by phi-dbq over 7 years ago

#54 - Update to Spark 2.1

Issue - State: closed - Opened by jkbradley over 7 years ago - 1 comment

#53 - Update to latest scikit-learn release for deprecation and compatibility

Issue - State: open - Opened by dsackin over 7 years ago - 12 comments
Labels: enhancement

#52 - Crashing for larger data set

Issue - State: closed - Opened by manjush3v almost 8 years ago - 2 comments

#51 - n_jobs for refitting

Issue - State: open - Opened by rocconnick about 8 years ago
Labels: enhancement

#50 - readme typo

Issue - State: closed - Opened by vlad17 about 8 years ago - 1 comment

#49 - Error When Calling toPandas()

Issue - State: closed - Opened by sdjksdafji about 8 years ago - 6 comments

#48 - Added RandomizedSearchCV functionality, with tests.

Pull Request - State: closed - Opened by gnsiva about 8 years ago - 9 comments
Labels: enhancement

#47 - Question about further support

Issue - State: closed - Opened by praveend about 8 years ago - 1 comment

#46 - Namespace issue with pyspark.ml and pyspark.mllib

Issue - State: closed - Opened by ovlaere over 8 years ago - 2 comments

#45 - gridsearch with StratifiedShuffleSplit error

Issue - State: closed - Opened by ginberg over 8 years ago - 4 comments

#44 - Non-deterministic results because of aggregation steps

Issue - State: open - Opened by thunterdb over 8 years ago
Labels: enhancement

#43 - 0.2.0 release

Pull Request - State: closed - Opened by thunterdb over 8 years ago - 1 comment

#42 - Upgrade to Spark 2.0

Pull Request - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#41 - Added clustering functionality, added unit tests correspondingly

Pull Request - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#40 - Added module documentation for spark_sklearn.keyed_models

Pull Request - State: closed - Opened by vlad17 over 8 years ago

#39 - unskip spark_sklearn.tests.test_keyed_models:KeyedModelTests.test_surprise_key

Issue - State: closed - Opened by vlad17 over 8 years ago

#38 - Grid search tests generate warnings

Issue - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#37 - GridSearchCV documentation generation warnings

Issue - State: closed - Opened by vlad17 over 8 years ago - 2 comments
Labels: bug

#36 - _call_java in util.py is unused

Issue - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#35 - Lint script

Issue - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#34 - 2.0.0 TODOs

Issue - State: closed - Opened by vlad17 over 8 years ago

#33 - Use generate sklearn UDT within gapply() [SPARK-16062 blocks this]

Issue - State: open - Opened by vlad17 over 8 years ago - 3 comments
Labels: enhancement

#32 - Link pyspark docs in generated docs

Issue - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#31 - unskip spark_sklearn.tests.test_gapply:GapplyTests.test_gapply_empty_schema

Issue - State: closed - Opened by vlad17 over 8 years ago

#30 - Native linalg libs not getting picked up

Issue - State: closed - Opened by vlad17 over 8 years ago - 2 comments

#29 - Regen docs

Pull Request - State: closed - Opened by vlad17 over 8 years ago

#28 - Added randomized test seed-setting utility

Pull Request - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#27 - Fix doctest

Pull Request - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#26 - High level api

Pull Request - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#25 - Add gapply and unit tests

Pull Request - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#24 - CSR Matrix Support for Spark 2.0

Issue - State: closed - Opened by vlad17 over 8 years ago - 3 comments

#23 - Upgrades the Spark dep to 2.0 and changes the tests analogously.

Pull Request - State: closed - Opened by vlad17 over 8 years ago - 1 comment

#22 - Added option to propogate args to nosetests

Pull Request - State: closed - Opened by vlad17 over 8 years ago

#21 - fix installation link

Pull Request - State: closed - Opened by hahnicity over 8 years ago - 1 comment

#20 - error message: sbt.ResolveException: unresolved dependency: org.apache.spark#spark-mllib_2.10;1.6.0-SNAPSHOT: not found

Issue - State: closed - Opened by jxiablox almost 9 years ago - 2 comments

#17 - Python 3 compatibility

Pull Request - State: closed - Opened by zero323 almost 9 years ago - 8 comments

#16 - ImportError: No module named 'converter'

Issue - State: closed - Opened by rhiever almost 9 years ago - 9 comments
Labels: enhancement

#15 - Randomized Search

Issue - State: closed - Opened by sixers almost 9 years ago - 6 comments
Labels: enhancement

#4 - [WIP] Converts dataframe to/from named numpy arrays

Pull Request - State: open - Opened by thunterdb about 9 years ago - 4 comments
Labels: enhancement

GitHub / databricks/spark-sklearn issues and pull requests