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github.com/dmlc/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
https://github.com/dmlc/xgboost
a94e1b172e6ec5dcb7f80e36aadd4e9b20a75853 authored over 2 years ago
686caad40c7214a410c6b653e6babe1435d698d9 authored over 2 years ago
Support adaptive tree, a feature supported by both sklearn and lightgbm. The tree leaf is recom...
fdf533f2b9af9c068cddba50839574c6abb58dc3 authored almost 3 years agoad06172c6b19dde83e2e937904b64a2d87fe01f0 authored almost 3 years ago
bef1f939ceb964283f17f1f4cff3234ca18d3bc8 authored almost 3 years ago
With the introduction of the barrier execution mode. we don't need to kill SparkContext when som...
dc2e6996568cd824bf9afb3361c40df1696358c4 authored almost 3 years ago6ece549a905759617b6160d465b356aa058daed6 authored almost 3 years ago
332380479bd7ea718c04124fe35693773eca1112 authored almost 3 years ago
This fixes the QuantileDeviceDMatrix in distributed environment.
c45665a55a50e7134880b17ce100dd5be74887d2 authored almost 3 years agof0f76259c920bfbc6c34f0239e74561fea8f4ec3 authored almost 3 years ago
c13a2a31145dea2cf110e95dd5ae2ddda76d3cd9 authored almost 3 years ago
c70fa502a50d0178f1e415ab83ef85cc34ca9457 authored almost 3 years ago
401d451569cc0a49e7f5b14d7b558eb61a86d2a7 authored almost 3 years ago
* Deprecate `use_label_encoder` in XGBClassifier.
* We have removed the encoder, now prepare ...
52d4eda786cea67dec6dc75844b7fa0b778ff566 authored almost 3 years ago5815df4c46e7cd8fea02c12f315335f8bfcc28b9 authored almost 3 years ago
Co-authored-by: Philip Hyunsu Cho <[email protected]>
d0de954af21e8a7d4a7300795665c58bc75f1499 authored almost 3 years ago* Make sure the task is initialized before construction of tree updater.
This is a quick fix ...
5dea21273a05493b4817df653e417ddc579635dc authored almost 3 years ago2d83b2ad8fd46a16784a09951f4ced495c7eb6a2 authored almost 3 years ago
6f032b7152a6f55ff20bc2d358717f5640340e93 authored almost 3 years ago
Bumps hadoop-common from 2.10.1 to 3.2.3.
---
updated-dependencies:
- dependency-name: org....
avaiable -> available
56e4baff7c8f617ab4d42c10a5e934a78de98696 authored almost 3 years ago3f536b5308d8145e42fb69fcfbe6b5564d5e3d2b authored almost 3 years ago
Co-authored-by: Sameer Raheja <[email protected]>
4b00c64d969ca08a2dd4459b1f0ca12a29f54e94 authored almost 3 years ago118192f11678aeaab510eaa725e815e4e706279e authored almost 3 years ago
729d227b8953b4da29518d88342491869d06c50f authored almost 3 years ago
Co-authored-by: Jiaming Yuan <[email protected]>
89d6419fd5a90fbf362a2130cff6153e7077222e authored almost 3 years ago2454407f3a5bac21322d79e440fa1e0c31fbb21d authored almost 3 years ago
e5ab8f3ebeea4e2ccba494855c349c21ce0dca09 authored almost 3 years ago
bcce17e68841221f8cb29a74160d59bfc70d0263 authored almost 3 years ago
c467e90ac112fcbe443cc5450fc3c17828aa17ae authored almost 3 years ago
Co-authored-by: Philip Hyunsu Cho <[email protected]>
fd78af404b49397a017c6a6091c1670a437e0201 authored almost 3 years agodistutils is deprecated and replaced by other stdlib constructs.
02dd7b69130887cfaebbc8f524e0d6fc77d7990d authored almost 3 years agoe8eff3581b665c584e611f0cd004123d8baad79e authored almost 3 years ago
6fa1afdffcfb3c556333b5ecaf326fbdd2e33f88 authored almost 3 years ago
522636cb522f2d42e04af840fe1e98e3d418cd12 authored almost 3 years ago
9150fdbd4d989767f7126c589f773649a594dbc3 authored almost 3 years ago
* Update date.
* Workaround amalgamation build with clang. (SimpleDMatrix instantiation)
* W...
a50b84244e75d1328e77bc8d707f188b89c1a0d3 authored almost 3 years ago
The size of forest should be a property of model itself instead of a training
hyper-parameter.
* Skip non-increasing test with external memory when subsample is used.
* Increase bin number...
39c5616af2f62bc4d9e9d0699334eaf19f5d663a authored almost 3 years ago
b37ff3d49207d29d114ab05cf759198a661d3329 authored almost 3 years ago
b3ba0e87088993e01d3e56bae13f5a8e568c69ec authored almost 3 years ago
af0cf88921f4d80a2a338e40f2620c9579afa100 authored almost 3 years ago
* Use the name `Context`.
* Pass a context object into `SetInfo`.
* Add context to proxy matri...
Co-authored-by: Philip Hyunsu Cho <[email protected]>
f5b20286e2bf7dc412a3bb29b2efd5f2ab9ad84b authored almost 3 years agoCo-authored-by: Chengyang Gu <[email protected]>
Co-authored-by: jiamingy <jm.yuan@outlook....
66cb4afc6cce10a81088d9eaae7ef5f87007caaa authored almost 3 years ago
Co-authored-by: Zhuo Yuzhen <[email protected]>
f20ffa8db370aa7bab1fc66fe211ac5f9ba7cf24 authored almost 3 years ago* Generate column matrix from gHistIndex.
* Avoid synchronization with the sparse page once t...
cd558231123113d1fd7a99ff0a6cc4ef1c528c33 authored almost 3 years ago
* Remove special optimization using number of bins.
* Remove 1-based index for column samplin...
718472dbe2cf52a078f881947eae09b1ee6ccecd authored almost 3 years ago
9a400731d9030cf82fcb4b03a56eb223b903747c authored almost 3 years ago
da351621a1b6914035ce5c8dedb76151242b9ba3 authored almost 3 years ago
e78a38b8375e0bc8e9c0a6f9232e80faadc17c21 authored almost 3 years ago
* Integrate with Arrow C data API.
* Support Arrow dataset.
* Support Arrow table.
Co-autho...
613ec36c5a552363b348854a5765aad52b403c52 authored almost 3 years ago6b6849b001704bf292837d280dfd78934adcf12c authored almost 3 years ago
* Add objective and metric.
* Some refactoring for CPU/GPU dispatching using linalg module.
Co-authored-by: Marc Philipp <[email protected]>
4dafb5fac81cf2b99fefb6fab984116d86410fbd authored almost 3 years ago
Fix some tests to run in a temporary directory in case the root
directory is not writable. Note...
55463b76c1e18faaff2d5b920f733651b7e548fb authored almost 3 years ago
a62a3d991d8826719e13f6e7b502b9c0409bbaac authored almost 3 years ago
68b6d6bbe2fc8acb84c8a54e5ec28f6f3ff3353c authored almost 3 years ago
a92e0f6240fc68a9a1d96bdab8acdf3539cf6b9e authored almost 3 years ago
* Use transform and cache.
1d468e20a4fff83f3149e99371b67e6b31f64152 authored almost 3 years ago* Revise documents after recent refactoring and cat support.
* Add tests for behavior of ma...
5eed2990ad3cde6b5641f0f11d9d16d0bdf02cde authored almost 3 years ago
* Show command args when clang-tidy fails
* Add option to specify CUDA args
* Use clang-ti...
1b25dd59f9a5b8dfb29758de6e10602e8d6f5eed authored almost 3 years ago
* Extract partitioner from hist.
* Implement categorical data support by passing the gradient i...
f60d95b0ba1c42f6219da7429eeaa1c76642bc8e authored almost 3 years ago
89aa8ddf52e5bbd714c20a341b7ef86d11067643 authored almost 3 years ago
* Code comments.
* Const accessor to index.
* Remove some weird variables in the `Index` class...
* Change role.
* Remove cmake file when building the package.
xgboost4j-spark provides 2 sets of API for setting features, one for CPU, another for GPU, which...
e3e6de5ed92c2abc0e06a6dbe928cda25f3da6a7 authored almost 3 years ago
* Fix copy for cv. This prevents inserting default callbacks into the input list.
* Clarify th...
* Require sphinx >= 4.4 for RTD.
* Install sklearn.
584bae1fc6c8576ad005a9697f7d8f1fdf215cfc authored almost 3 years ago* Update setup.py.
e56d1779e1771c892388ebb7d416cf5a39a77ced authored almost 3 years ago549f3bd7819f07a003f6302ad1b7f38f93cec45b authored almost 3 years ago
671b3c8d8e8a1b0d6cb5f892a3755b729e21e76f authored almost 3 years ago
b2341eab0c0367eb4f20496e879a95ed4ab52f55 authored almost 3 years ago
131858e7cbea042ff3e882db38a2dd945aa27239 authored almost 3 years ago
* Cleanup some pylint errors.
* Cleanup pylint errors in rabit modules.
* Make data iter an ...
b76c5d54bf4ba153f03bf73f6c9aa5ee034df659 authored almost 3 years ago
7366d3b20cad8e28ecef67d5130c71e81bb0b088 authored almost 3 years ago
- Mention standard install command for R package.
- Remove repeated "get source" step.
- Remov...
d625dc20475b5ffc45ca8f1d65c0a5a1ffd4283a authored almost 3 years ago
3877043d418da430a5359469ba27907033ca4f3e authored almost 3 years ago
This is part of CRAN policies.
711f7f38515074d96f9c306dc6558917c5f75f43 authored almost 3 years ago12949c6b3134817f2f38ca765f42d9fdbda6e600 authored almost 3 years ago
0149f81a5a0f599dc1dd339efe9d1fe04fcd5993 authored almost 3 years ago
93eebe86643aadac55a86e13c11cee697a6706f5 authored almost 3 years ago
0da7d872ef6b5fd3ffb1dc8f5189d7e4fafa807e authored almost 3 years ago
* Implement `MaxCategory` in quantile.
* Implement partition-based split for GPU evaluation. C...
* Extract the test from approx for other tree methods.
* Add note on how it works.
- Try port 0 to let the OS return the available port.
- Add port configuration.
Empty partition is different from empty dataset. For the former case, each worker has
non-empt...
1f020a6097e8fb79e05d55912fba72aa4ccc011e authored almost 3 years ago
1441a6cd2750f0407e1d9ecef9c83d7b2a31603e authored almost 3 years ago
This PR prepares the GHistIndexMatrix to host the column matrix which is used by the hist tree m...
2775c2a1abd4b5b759ff517617434c8b9aeb4cc0 authored almost 3 years ago