Jiaming Yuan
ec56d5869b
[doc] Include dask examples into doc. ( #7530 )
2022-01-05 03:27:22 +08:00
Jiaming Yuan
a512b4b394
[doc] Promote dask from experimental. [skip ci] ( #7509 )
2021-12-16 14:17:06 +08:00
Jiaming Yuan
cf06a266a8
[dask][doc] Wrap the example in main guard. ( #6979 )
2021-05-25 08:24:47 +08:00
Jiaming Yuan
5cb51a191e
[dask][doc] Add small example for sklearn interface. ( #6970 )
2021-05-19 13:50:45 +08:00
Andrew Ziem
3e7e426b36
Fix spelling in documents ( #6948 )
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* Update roxygen2 doc.
Co-authored-by: fis <jm.yuan@outlook.com>
2021-05-11 20:44:36 +08:00
Jiaming Yuan
a5d7094a45
Update documents. ( #6856 )
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* Add early stopping section to prediction doc.
* Remove best_ntree_limit.
* Better doxygen output.
2021-04-16 12:41:03 +08:00
Jiaming Yuan
9d62b14591
Fix document. [skip ci] ( #6669 )
2021-02-02 20:43:31 +08:00
Jiaming Yuan
87ab1ad607
[dask] Accept Future of model for prediction. ( #6650 )
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This PR changes predict and inplace_predict to accept a Future of model, to avoid sending models to workers repeatably.
* Document is updated to reflect functionality additions in recent changes.
2021-02-02 08:45:52 +08:00
Jiaming Yuan
d8ec7aad5a
[dask] Add a 1 line sample to infer output shape. ( #6645 )
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* [dask] Use a 1 line sample to infer output shape.
This is for inferring shape with direct prediction (without DaskDMatrix).
There are a few things that requires known output shape before carrying out
actual prediction, including dask meta data, output dataframe columns.
* Infer output shape based on local prediction.
* Remove set param in predict function as it's not thread safe nor necessary as
we now let dask to decide the parallelism.
* Simplify prediction on `DaskDMatrix`.
2021-01-30 18:55:50 +08:00
Jiaming Yuan
4bf23c2391
Specify shape in prediction contrib and interaction. ( #6614 )
2021-01-26 02:08:22 +08:00
James Lamb
1e2c3ade9e
[doc] [dask] Add example on early stopping with Dask ( #6501 )
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Co-authored-by: fis <jm.yuan@outlook.com>
2020-12-15 22:23:23 +08:00
James Lamb
afc4567268
[doc] [dask] fix partitioning in Dask example ( #6389 )
2020-12-14 18:37:49 +08:00
Jiaming Yuan
a30461cf87
[dask] Support all parameters in regressor and classifier. ( #6471 )
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* Add eval_metric.
* Add callback.
* Add feature weights.
* Add custom objective.
2020-12-14 07:35:56 +08:00
Jiaming Yuan
00218d065a
[dask] Update document. [skip ci] ( #6413 )
2020-11-20 19:16:19 +08:00
James Lamb
12d27f43ff
[doc] make Dask distributed example copy-pastable ( #6345 )
2020-11-11 20:22:17 -08:00
Jiaming Yuan
08bdb2efc8
Fix dask doc. [skip ci] ( #6108 )
2020-09-11 10:56:12 +08:00
James Bourbeau
3b88bc948f
Update XGBoost + Dask overview documentation ( #5961 )
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* Add imports to code snippet
* Better writing.
2020-07-31 09:58:50 +08:00
Jiaming Yuan
fa3715f584
[Dask] Asyncio support. ( #5862 )
2020-07-30 06:23:58 +08:00
Jiaming Yuan
529b5c2cfd
[DOC] Mention dask blog post in doc. [skip ci] ( #5789 )
2020-06-14 13:00:19 +08:00
Jiaming Yuan
cd7d6f7d59
[dask] Fix missing value for scikit-learn interface. ( #5435 )
2020-03-20 10:56:01 -04:00
Jiaming Yuan
761a5dbdfc
[dask] Honor nthreads from dask worker. ( #5414 )
2020-03-16 04:51:24 +08:00
Samrat Pandiri
2d76d40dfd
Update dask.rst to correct a spelling mistake ( #5371 )
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Change `signle-node` to `single-node`
2020-02-27 20:46:41 +08:00
Jiaming Yuan
a4b929385e
Note for DaskDMatrix. ( #5144 )
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* Brief introduction to `DaskDMatrix`.
* Add xgboost.dask.train to API doc
2019-12-23 18:55:32 +08:00
Jiaming Yuan
b8433c455a
Rewrite Dask interface. ( #4819 )
2019-09-25 01:30:14 -04:00
