Jiaming Yuan
0cd11b893a
[doc] Fix sphinx build. ( #8270 )
2022-09-26 12:33:31 +08:00
Jiaming Yuan
b791446623
Initial support for IPv6 ( #8225 )
...
- Merge rabit socket into XGBoost.
- Dask interface support.
- Add test to the socket.
2022-09-21 18:06:50 +08:00
Philip Hyunsu Cho
70df36c99c
[CI] Retire Jenkins server ( #8243 )
2022-09-14 08:46:23 -07:00
Philip Hyunsu Cho
e888eb2fa9
[CI] Migrate CI pipelines from Jenkins to BuildKite ( #8142 )
...
* [CI] Migrate CI pipelines from Jenkins to BuildKite
* Require manual approval
* Less verbose output when pulling Docker
* Remove us-east-2 from metadata.py
* Add documentation
* Add missing underscore
* Add missing punctuation
* More specific instruction
* Better paragraph structure
2022-09-07 16:29:25 -08:00
Rehan Guha
dc07137a2c
Updated dart.rst with correct links ( #8229 )
...
Updated the DART paper link as it was invalid and link was broken.
2022-09-08 00:57:09 +08:00
CW
a868498c18
[doc] Update prediction.rst ( #8214 )
2022-08-31 21:00:12 +08:00
Andy Kattine
a9458fd844
Grammar Fix in Introduction to Boosted Trees ( #8166 )
...
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
Ravi Makhija
20d1bba1bb
Simplify Python getting started example ( #8153 )
...
Load data set via `sklearn` rather than a local file path.
2022-08-11 16:42:09 +08:00
Jiaming Yuan
9ae547f994
Use config_context in sklearn interface. ( #8141 )
2022-08-09 14:48:54 +08:00
Jiaming Yuan
d87f69215e
Quantile DMatrix for CPU. ( #8130 )
...
- Add a new `QuantileDMatrix` that works for both CPU and GPU.
- Deprecate `DeviceQuantileDMatrix`.
2022-08-02 15:51:23 +08:00
Philip Hyunsu Cho
24c2373080
[Doc] Indicate lack of py-xgboost-gpu on Windows ( #8127 )
2022-07-28 12:57:16 -07:00
WeichenXu
f23cc92130
[pyspark] User guide doc and tutorials ( #8082 )
...
Co-authored-by: Bobby Wang <wbo4958@gmail.com>
2022-07-19 22:25:14 +08:00
Jiaming Yuan
e28f6f6657
[doc] Integrate pyspark module into sphinx doc [skip ci] ( #8066 )
2022-07-17 10:46:09 +08:00
Rong Ou
e5ec546da5
[Breaking] Remove rabit support for custom reductions and grow_local_histmaker updater ( #7992 )
2022-06-21 15:08:23 +08:00
Philip Hyunsu Cho
1ced638165
Document how to reproduce Docker environment from Jenkins ( #7971 )
2022-06-04 20:56:53 +09:00
Jiaming Yuan
b90c6d25e8
Implement max_cat_threshold for CPU. ( #7957 )
2022-06-04 11:02:46 +08:00
Bobby Wang
5a7dc41351
[doc] update doc for dumping model to be json or ubj for jvm packages ( #7955 )
2022-05-31 14:43:13 +08:00
Rong Ou
80339c3427
Enable distributed GPU training over Rabit ( #7930 )
2022-05-31 04:09:45 +08:00
Philip Hyunsu Cho
6f424d8d6c
[Doc] Warn against loading JSON from external source ( #7918 )
2022-05-18 17:02:36 -07:00
Bobby Wang
1496789561
[doc] update the doc for jvm model compatibility ( #7907 )
2022-05-16 14:05:26 +08:00
Sze Yeung
a06d53688c
Correct a mistake in Setting Parameters section ( #7905 )
2022-05-15 18:56:31 -07:00
Philip Hyunsu Cho
4cd14aee5a
Rename misspelled config parameter for pseudo-Huber ( #7904 )
2022-05-15 06:38:33 -07:00
Jiaming Yuan
1b6538b4e5
[breaking] Drop single precision histogram ( #7892 )
...
Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
2022-05-13 19:54:55 +08:00
Jiaming Yuan
8ab5e13b5d
Fix typo [skip ci] ( #7861 )
2022-05-04 18:34:45 +08:00
Jiaming Yuan
317d7be6ee
Always use partition based categorical splits. ( #7857 )
2022-05-03 22:30:32 +08:00
Rory Mitchell
90cce38236
Remove single_precision_histogram for gpu_hist ( #7828 )
2022-05-03 14:53:19 +02:00
Jiaming Yuan
fdf533f2b9
[POC] Experimental support for l1 error. ( #7812 )
...
Support adaptive tree, a feature supported by both sklearn and lightgbm. The tree leaf is recomputed based on residue of labels and predictions after construction.
For l1 error, the optimal value is the median (50 percentile).
This is marked as experimental support for the following reasons:
- The value is not well defined for distributed training, where we might have empty leaves for local workers. Right now I just use the original leaf value for computing the average with other workers, which might cause significant errors.
- Some follow-ups are required, for exact, pruner, and optimization for quantile function. Also, we need to calculate the initial estimation.
2022-04-26 21:41:55 +08:00
Bobby Wang
bef1f939ce
[doc] remove the doc about killing SparkContext [skip ci] ( #7840 )
2022-04-25 19:29:16 +08:00
Bobby Wang
6ece549a90
[doc] update the jvm tutorial to 1.6.1 [skip ci] ( #7834 )
2022-04-24 14:25:22 +08:00
forestkey
c13a2a3114
[doc] "irrevelant" to "irrelevant" ( #7832 )
2022-04-22 16:54:30 +08:00
Jiaming Yuan
52d4eda786
Deprecate use_label_encoder in XGBClassifier. ( #7822 )
...
* Deprecate `use_label_encoder` in XGBClassifier.
* We have removed the encoder, now prepare to remove the indicator.
2022-04-21 13:14:02 +08:00
Bobby Wang
6f032b7152
[doc] fix a typo in jvm/index.rst ( #7806 )
2022-04-13 17:02:42 -07:00
Ikko Ashimine
56e4baff7c
[doc] Fix typo in build.rst ( #7800 )
...
avaiable -> available
2022-04-13 16:45:26 +08:00
Bobby Wang
4b00c64d96
[doc] improve xgboost4j-spark-gpu doc [skip ci] ( #7793 )
...
Co-authored-by: Sameer Raheja <sameerz@users.noreply.github.com>
2022-04-12 12:02:16 +08:00
Bobby Wang
89d6419fd5
[jvm-packages] add doc for xgboost4j-spark-gpu ( #7779 )
...
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2022-04-07 11:35:01 +08:00
Jiaming Yuan
bcce17e688
Remove text loading in basic walk through demo. ( #7753 )
2022-04-01 00:59:42 +08:00
giuliohome
c467e90ac1
[doc] Update doc for Kubernetes Operator ( #7777 )
2022-03-31 23:10:49 +08:00
Jiaming Yuan
522636cb52
Bump version. ( #7769 )
2022-03-31 06:33:22 +08:00
Jiaming Yuan
a50b84244e
Cleanup configuration for constraints. ( #7758 )
2022-03-29 04:22:46 +08:00
Jiaming Yuan
3c9b04460a
Move num_parallel_tree to model parameter. ( #7751 )
...
The size of forest should be a property of model itself instead of a training
hyper-parameter.
2022-03-29 02:32:42 +08:00
Philip Hyunsu Cho
66cb4afc6c
Update install doc ( #7747 )
2022-03-23 17:20:01 +08:00
Jiaming Yuan
4d81c741e9
External memory support for hist ( #7531 )
...
* Generate column matrix from gHistIndex.
* Avoid synchronization with the sparse page once the cache is written.
* Cleanups: Remove member variables/functions, change the update routine to look like approx and gpu_hist.
* Remove pruner.
2022-03-22 00:13:20 +08:00
Jiaming Yuan
98d6faefd6
Implement slope for Pseduo-Huber. ( #7727 )
...
* Add objective and metric.
* Some refactoring for CPU/GPU dispatching using linalg module.
2022-03-14 21:42:38 +08:00
Jiaming Yuan
18a4af63aa
Update documents and tests. ( #7659 )
...
* Revise documents after recent refactoring and cat support.
* Add tests for behavior of max_depth and max_leaves.
2022-02-26 03:57:47 +08:00
Jiaming Yuan
83a66b4994
Support categorical data for hist. ( #7695 )
...
* Extract partitioner from hist.
* Implement categorical data support by passing the gradient index directly into the partitioner.
* Organize/update document.
* Remove code for negative hessian.
2022-02-25 03:47:14 +08:00
Jiaming Yuan
49c74a5369
Update R package description. ( #7691 )
...
* Change role.
* Remove cmake file when building the package.
2022-02-23 08:36:37 +08:00
Jiaming Yuan
584bae1fc6
Fix document build with scikit-learn ( #7684 )
...
* Require sphinx >= 4.4 for RTD.
* Install sklearn.
2022-02-22 08:58:54 +08:00
Jiaming Yuan
14d61b0141
[doc] Update document for building from source. ( #7664 )
...
- Mention standard install command for R package.
- Remove repeated "get source" step.
- Remove troubleshooting on Windows. It's outdated considering VS 2022 is already out.
2022-02-19 04:57:03 +08:00
Jiaming Yuan
12949c6b31
[R] Implement feature weights. ( #7660 )
2022-02-16 22:20:52 +08:00
