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Author SHA1 Message Date
Cássia Sampaio
2d0cd2817e
[doc] Fux learning_to_rank.rst (#9381) 
just adding one missing bracket
 2023-07-13 11:00:24 +08:00
Jiaming Yuan
b572a39919
[doc] Fix removed reference. (#9358) 2023-07-05 16:49:25 +08:00
Jiaming Yuan
39390cc2ee
[breaking] Remove the predictor param, allow fallback to prediction using DMatrix. (#9129) 
- A `DeviceOrd` struct is implemented to indicate the device. It will eventually replace the `gpu_id` parameter.
- The `predictor` parameter is removed.
- Fallback to `DMatrix` when `inplace_predict` is not available.
- The heuristic for choosing a predictor is only used during training.
 2023-07-03 19:23:54 +08:00
Jiaming Yuan
bc267dd729
Use ptr from mmap for GHistIndexMatrix and ColumnMatrix. (#9315) 
* Use ptr from mmap for `GHistIndexMatrix` and `ColumnMatrix`.

- Define a resource for holding various types of memory pointers.
- Define ref vector for holding resources.
- Swap the underlying resources for GHist and ColumnM.
- Add documentation for current status.
- s390x support is removed. It should work if you can compile XGBoost, all the old workaround code does is to get GCC to compile.
 2023-06-27 19:05:46 +08:00
jasjung
96c3071a8a
[doc] Update learning_to_rank.rst (#9336) 2023-06-27 13:56:18 +08:00
Jiaming Yuan
ee6809e642
Use mmap for external memory. (#9282) 
- Have basic infrastructure for mmap.
- Release file write handle.
 2023-06-19 18:52:55 +08:00
George Othon
2718ff530c
[doc] Variable 'label' is not defined in the pyspark application example (#9302) 2023-06-16 05:06:52 +08:00
Jiaming Yuan
1fcc26a6f8
Set ndcg to default for LTR. (#8822) 
- Add document.
- Add tests.
- Use `ndcg` with `topk` as default.
 2023-06-09 23:31:33 +08:00
Jiaming Yuan
7f20eaed93
[doc] Troubleshoot nccl shared memory. [skip ci] (#9206) 2023-05-31 05:00:02 +08:00
Jean Lescut-Muller
ddec0f378c
[doc] Show derivative of the custom objective (#9213) 
---------

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2023-05-30 04:07:12 +08:00
Jiaming Yuan
1f9a57d17b
[Breaking] Require format to be specified in input URI. (#9077) 
Previously, we use `libsvm` as default when format is not specified. However, the dmlc
data parser is not particularly robust against errors, and the most common type of error
is undefined format.

Along with which, we will recommend users to use other data loader instead. We will
continue the maintenance of the parsers as it's currently used for many internal tests
including federated learning.
 2023-04-28 19:45:15 +08:00
Bobby Wang
e922004329
[doc] fix the cudf installation [skip ci] (#9106) 2023-04-28 19:43:58 +08:00
Jiaming Yuan
96d3f8a6f3
[doc] Update document. (#9098) 
- Mention flink is still under construction.
- Update doxygen version.
- Fix warnings from doxygen about defgroup title and mismatched parameter name.
 2023-04-27 19:29:03 +08:00
Sarah Charlotte Johnson
ebd64f6e22
[doc] Update Dask deployment options (#9008) 2023-04-07 01:09:15 +08:00
Jiaming Yuan
151882dd26
Initial support for multi-target tree. (#8616) 
* Implement multi-target for hist.

- Add new hist tree builder.
- Move data fetchers for tests.
- Dispatch function calls in gbm base on the tree type.
 2023-03-22 23:49:56 +08:00
Jiaming Yuan
ea04d4c46c
[doc] [dask] Troubleshooting NCCL errors. (#8943) 2023-03-22 22:17:26 +08:00
Quentin Fiard
55ed50c860
Fix a few typos in the C API tutorial (#8926) 2023-03-16 20:24:03 +08:00
Jiaming Yuan
95e2baf7c2
[doc] Fix typo [skip ci] (#8907) 2023-03-15 00:55:17 +08:00
Jiaming Yuan
bbee355b45
[doc][dask] Note on reproducible result. [skip ci] (#8903) 2023-03-13 19:30:35 +08:00
Jiaming Yuan
54e001bbf4
[doc][dask] Reference examples from coiled. [skip ci] (#8891) 2023-03-09 20:03:24 -08:00
Jiaming Yuan
8c16da8863
[doc] Add note for rabit port. [skip ci] (#8879) 2023-03-08 19:00:10 +08:00
Philip Hyunsu Cho
6d8afb2218
[CI] Require C++17 + CMake 3.18; Use CUDA 11.8 in CI (#8853) 
* Update to C++17

* Turn off unity build

* Update CMake to 3.18

* Use MSVC 2022 + CUDA 11.8

* Re-create stack for worker images

* Allocate more disk space for Windows

* Tempiorarily disable clang-tidy

* RAPIDS now requires Python 3.10+

* Unpin cuda-python

* Use latest NCCL

* Use Ubuntu 20.04 in RMM image

* Mark failing mgpu test as xfail
 2023-03-01 09:22:24 -08:00
Jiaming Yuan
e9c178f402
[doc] Document update [skip ci] (#8784) 
- Remove version specifics in cat demo.
- Remove aws yarn.
- Update faq.
- Stop mentioning MPI.
- Update sphinx inventory links.
- Fix typo.
 2023-02-12 04:25:22 +08:00
Dai-Jie (Jay) Wu
ad0ccc6e4f
[doc] fix inconsistent doc and minor typo for external memory (#8773) 2023-02-10 01:05:34 +08:00
Jiaming Yuan
175986b739
[doc] Add missing document for pyspark ranker. [skip ci] (#8692) 2023-01-18 07:52:18 +08:00
Emre Batuhan Baloğlu
2b88099c74
[doc] Update custom_metric_obj.rst (#8626) 2023-01-06 05:08:25 +08:00
Rong Ou
3ceeb8c61c
Add data split mode to DMatrix MetaInfo (#8568) 2022-12-25 20:37:37 +08:00
Jiaming Yuan
43a647a4dd
Fix inference with categorical feature. (#8591) 2022-12-15 17:57:26 +08:00
Otto von Sperling
812d577597
Fix inline code blocks in 'spark_estimator.rst' (#8465) 2022-11-15 05:47:58 +08:00
Jiaming Yuan
ca0f7f2714
[doc] Update C tutorial. [skip ci] (#8436) 
- Use rst references instead of doxygen links.
- Replace deprecated functions.

- Add SaveModel; put free step last [skip ci]

Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
 2022-11-09 07:14:12 +08:00
Jiaming Yuan
0b36f8fba1
[R] Fix CRAN test notes. (#8428) 
- Limit the number of used CPU cores in examples.
- Add a note for the constraint.
- Bring back the cleanup script.
 2022-11-09 02:03:30 +08:00
Jiaming Yuan
a408c34558
Update JSON parser demo with categorical feature. (#8401) 
- Parse categorical features in the Python example.
- Add tests.
- Update document.
 2022-10-28 20:57:43 +08:00
Jiaming Yuan
7e53189e7c
[pyspark] Improve tutorial on enabling GPU support. (#8385) 
- Quote the databricks doc on how to manage dependencies.
- Some wording changes.

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2022-10-26 15:45:54 +08:00
Thomas Stanley
ba9cc43464
Fix acronym (#8386) 2022-10-26 06:22:30 +08:00
Jiaming Yuan
3901f5d9db
[pyspark] Cleanup data processing. (#8344) 
* Enable additional combinations of ctor parameters.
* Unify procedures for QuantileDMatrix and DMatrix.
 2022-10-18 14:56:23 +08:00
Jiaming Yuan
4633b476e9
[doc] Display survival demos in sphinx doc. [skip ci] (#8328) 2022-10-13 20:51:23 +08:00
Jiaming Yuan
c68684ff4c
Update parameter for categorical feature. (#8285) 2022-10-10 19:48:29 +08:00
Jiaming Yuan
97c3a80a34
Add C document to sphinx, fix arrow. (#8300) 
- Group C API.
- Add C API sphinx doc.
- Consistent use of `OptionalArg` and the parameter name `config`.
- Remove call to deprecated functions in demo.
- Fix some formatting errors.
- Add links to c examples in the document (only visible with doxygen pages)
- Fix arrow.
 2022-10-05 09:52:15 +08:00
Bobby Wang
cbf3a5f918
[pyspark][doc] add more doc for pyspark (#8271) 
Co-authored-by: fis <jm.yuan@outlook.com>
 2022-09-29 11:58:18 +08:00
Jiaming Yuan
f835368bcf
Mark next release as 1.7 instead of 2.0 (#8281) 2022-09-28 14:33:37 +08:00
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
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
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
Jiaming Yuan
9ae547f994
Use config_context in sklearn interface. (#8141) 2022-08-09 14:48:54 +08:00
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
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
Philip Hyunsu Cho
6f424d8d6c
[Doc] Warn against loading JSON from external source (#7918) 2022-05-18 17:02:36 -07:00