WeichenXu
651f0a8889
[pyspark] Fixing xgboost.spark python doc ( #8200 )
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Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
2022-08-25 14:41:48 +08:00
WeichenXu
d03794ce7a
[pyspark] Add param validation for "objective" and "eval_metric" param, and remove invalid booster params ( #8173 )
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Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
2022-08-24 15:29:43 +08:00
Jiaming Yuan
9b32e6e2dc
Fix release script. ( #8187 ) ( #8195 )
2022-08-23 15:08:30 +08:00
WeichenXu
f4628c22a4
[pyspark] Implement SparkXGBRanker estimator ( #8172 )
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Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
2022-08-23 02:35:19 +08:00
Philip Hyunsu Cho
35ef8abc27
[CI] Prune unused archs from libnccl ( #8179 )
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* [CI] Prune unused archs from libnccl
* Put pruning logic in CI directory
* Don't use --color in grep
2022-08-21 00:46:16 -08:00
Rong Ou
ad3bc0edee
Allow insecure gRPC connections for federated learning ( #8181 )
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* Allow insecure gRPC connections for federated learning
* format
2022-08-19 12:16:14 +08:00
WeichenXu
53d2a733b0
[pyspark] Make Xgboost estimator support using sparse matrix as optimization ( #8145 )
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Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
2022-08-19 01:57:28 +08:00
Rory Mitchell
1703dc330f
Optimise histogram kernels ( #8118 )
2022-08-18 14:07:26 +02:00
Gavin Zhang
40a10c217d
Use make on i system ( #8178 )
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Co-authored-by: GavinZhang <zhanggan@cn.ibm.com>
2022-08-18 12:55:32 +08:00
dependabot[bot]
93966b0d19
Bump hadoop-common from 3.2.3 to 3.2.4 in /jvm-packages/xgboost4j-flink ( #8157 )
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Bumps hadoop-common from 3.2.3 to 3.2.4.
---
updated-dependencies:
- dependency-name: org.apache.hadoop:hadoop-common
dependency-type: direct:production
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Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2022-08-15 06:47:27 -08:00
Andy Kattine
a9458fd844
Grammar Fix in Introduction to Boosted Trees ( #8166 )
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Added "of" to "objective functions is that they consist of two parts" in line 32 of ./doc/tutorials/model.rst
2022-08-15 15:19:47 +08:00
Ravi Makhija
fa869eebd9
Edit grammar in custom metric tutorial ( #8163 )
2022-08-13 01:02:25 +08:00
Rory Mitchell
f421c26d35
Tune cuda architectures ( #8152 )
2022-08-11 13:36:47 -07:00
Jiaming Yuan
16bca5d4a1
Support CPU input for device QuantileDMatrix. ( #8136 )
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- Copy `GHistIndexMatrix` to `Ellpack` when needed.
2022-08-11 21:21:26 +08:00
Jiaming Yuan
36e7c5364d
[dask] Deterministic rank assignment. ( #8018 )
2022-08-11 19:17:58 +08:00
Ravi Makhija
20d1bba1bb
Simplify Python getting started example ( #8153 )
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Load data set via `sklearn` rather than a local file path.
2022-08-11 16:42:09 +08:00
Jiaming Yuan
d868126c39
[CI] Fix R build on Jenkins. ( #8154 )
2022-08-11 14:50:03 +08:00
Jiaming Yuan
570f8ae4ba
Use black on more Python files. ( #8137 )
2022-08-11 01:38:11 +08:00
Jiaming Yuan
bdb291f1c2
[doc] Clarification for feature importance. ( #8151 )
2022-08-11 00:30:42 +08:00
Jiaming Yuan
446d536c23
Fix loading DMatrix binary in distributed env. ( #8149 )
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- Try to load DMatrix binary before trying to parse text input.
- Remove some unmaintained code.
2022-08-10 22:53:16 +08:00
Jiaming Yuan
8fc60b31bc
Update PyPi wheel size limit. ( #8150 )
2022-08-10 18:49:57 +08:00
Jiaming Yuan
9ae547f994
Use config_context in sklearn interface. ( #8141 )
2022-08-09 14:48:54 +08:00
Bobby Wang
03cc3b359c
[pyspark] support a list of feature column names ( #8117 )
2022-08-08 17:05:27 +08:00
Jiaming Yuan
bcc8679a05
Update CUDA docker image and NCCL. ( #8139 )
2022-08-07 16:32:41 +08:00
Praateek Mahajan
ff471b3fab
In PySpark Estimator example use the model with validation_indicator ( #8131 )
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* use the validation_indicator model
* use the validation_indicator model for regression
2022-08-03 13:57:41 +08:00
Jiaming Yuan
d87f69215e
Quantile DMatrix for CPU. ( #8130 )
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- Add a new `QuantileDMatrix` that works for both CPU and GPU.
- Deprecate `DeviceQuantileDMatrix`.
2022-08-02 15:51:23 +08:00
Jiaming Yuan
2cba1d9fcc
Fix compatibility with latest cupy. ( #8129 )
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* Fix compatibility with latest cupy.
* Freeze mypy.
2022-08-01 15:24:42 +08:00
Philip Hyunsu Cho
24c2373080
[Doc] Indicate lack of py-xgboost-gpu on Windows ( #8127 )
2022-07-28 12:57:16 -07:00
Jiaming Yuan
2c70751d1e
Implement iterative DMatrix for CPU. ( #8116 )
2022-07-26 22:34:21 +08:00
Jiaming Yuan
546de5efd2
[pyspark] Cleanup data processing. ( #8088 )
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- Use numpy stack for handling list of arrays.
- Reuse concat function from dask.
- Prepare for `QuantileDMatrix`.
- Remove unused code.
- Use iterator for prediction to avoid initializing xgboost model
2022-07-26 15:00:52 +08:00
Jiaming Yuan
3970e4e6bb
Move pylint helper from dmlc-core. ( #8101 )
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* Move pylint helper from dmlc-core.
- Move the helper into the XGBoost ci_build.
- Run it with multiprocessing.
* Fix original test.
2022-07-23 08:12:37 +08:00
Jiaming Yuan
7785d65c8a
Fix feature weights with multiple column sampling. ( #8100 )
2022-07-22 20:23:05 +08:00
Jiaming Yuan
4a4e5c7c18
Prepare gradient index for Quantile DMatrix. ( #8103 )
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* Prepare gradient index for Quantile DMatrix.
- Implement push batch with adapter batch.
- Implement `GetFvalue` for prediction.
2022-07-22 17:26:33 +08:00
Rory Mitchell
1be09848a7
Refactor split valuation kernel ( #8073 )
2022-07-21 15:41:50 +02:00
Tim Gates
cb40bbdadd
docs: fix simple typo, cannonical -> canonical ( #8099 )
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There is a small typo in src/common/partition_builder.h.
Should read `canonical` rather than `cannonical`.
Signed-off-by: Tim Gates <tim.gates@iress.com>
2022-07-20 21:04:50 +08:00
QuellaZhang
703261e78f
[MSVC][std:c++latest] Fix compiler error ( #8093 )
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Co-authored-by: QuellaZhang <zhangyi2090@163.com>
2022-07-20 15:15:39 +08:00
Jiaming Yuan
ef11b024e8
Cleanup data generator. ( #8094 )
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- Avoid duplicated definition of data shape.
- Explicitly define numpy iterator for CPU data.
2022-07-20 13:48:52 +08:00
Jiaming Yuan
5156be0f49
Limit max_depth to 30 for GPU. ( #8098 )
2022-07-20 12:28:49 +08:00
Jiaming Yuan
8bdea72688
[Python] Require black and isort for new Python files. ( #8096 )
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* [Python] Require black and isort for new Python files.
- Require black and isort for spark and dask module.
These files are relatively new and are more conform to the black formatter. We will
convert the rest of the library as we move forward.
Other libraries including dask/distributed and optuna use the same formatting style and
have a more strict standard. The black formatter is indeed quite nice, automating it can
help us unify the code style.
- Gather Python checks into a single script.
2022-07-20 10:25:24 +08:00
WeichenXu
f23cc92130
[pyspark] User guide doc and tutorials ( #8082 )
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Co-authored-by: Bobby Wang <wbo4958@gmail.com>
2022-07-19 22:25:14 +08:00
Bobby Wang
f801d3cf15
[PySpark] change the returning model type to string from binary ( #8085 )
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* [PySpark] change the returning model type to string from binary
XGBoost pyspark can be can be accelerated by RAPIDS Accelerator seamlessly by
changing the returning model type from binary to string.
2022-07-19 18:39:20 +08:00
Jiaming Yuan
2365f82750
[dask] Mitigate non-deterministic test. ( #8077 )
2022-07-19 16:55:59 +08:00
Rong Ou
7a6b711eb8
Remove unused updater basemaker ( #8091 )
2022-07-19 15:41:27 +08:00
Philip Hyunsu Cho
4325178822
[CI] Clear workspace after budget check ( #8092 )
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* [CI] Clear workspace after budget check
* Windows too
2022-07-18 19:17:33 -07:00
Jiaming Yuan
4083440690
Small cleanups to various data types. ( #8086 )
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- Use `bst_bin_t` in batch param constructor.
- Use `StringView` to avoid `std::string` when appropriate.
- Avoid using `MetaInfo` in quantile constructor to limit the scope of parameter.
2022-07-18 22:39:36 +08:00
Jiaming Yuan
e28f6f6657
[doc] Integrate pyspark module into sphinx doc [skip ci] ( #8066 )
2022-07-17 10:46:09 +08:00
Rafail Giavrimis
579ab23b10
Check cudf lazily ( #8084 )
2022-07-17 09:27:43 +08:00
Bobby Wang
a33f35eecf
[PySpark] add gpu support for spark local mode ( #8068 )
2022-07-17 07:59:06 +08:00
Bobby Wang
91bb9e2cb3
[PySpark] fix raw_prediction_col parameter and minor cleanup ( #8067 )
2022-07-16 17:58:57 +08:00
Jiaming Yuan
0ce80b7bcf
Mitigate flaky GPU test. ( #8078 )
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The flakiness is caused by the global random engine, which will take some time to fix.
2022-07-16 13:45:32 +08:00
