Jiaming Yuan f79cc4a7a4

Implement categorical prediction for CPU and GPU predict leaf. (#7001) ...

* Categorical prediction with CPU predictor and GPU predict leaf.

* Implement categorical prediction for CPU prediction.
* Implement categorical prediction for GPU predict leaf.
* Refactor the prediction functions to have a unified get next node function.

Co-authored-by: Shvets Kirill <kirill.shvets@intel.com>

2021-06-11 10:11:45 +08:00

..

c_api

Revert OMP guard. (#6987)

2021-05-25 08:56:28 +08:00

common

Implement unified update prediction cache for (gpu_)hist. (#6860)

2021-04-17 00:29:34 +08:00

data

Support v3 cuda array interface. (#6776)

2021-03-25 09:58:09 +08:00

gbm

Use Predictor for dart. (#6693)

2021-02-09 23:30:19 +08:00

linear

Use ellpack for prediction only when sparsepage doesn't exist. (#5504)

2020-04-10 12:15:46 +08:00

metric

Re-implement ROC-AUC. (#6747)

2021-03-20 16:52:40 +08:00

objective

Verify strictly positive labels for gamma regression. (#6778)

2021-03-25 11:46:52 +08:00

plugin

[Breaking] Change default evaluation metric for classification to logloss / mlogloss (#6183)

2020-10-02 12:06:47 -07:00

predictor

Implement categorical prediction for CPU and GPU predict leaf. (#7001)

2021-06-11 10:11:45 +08:00

rabit

Drop single point model recovery (#6262)

2020-10-21 15:27:03 +08:00

tree

Remove feature grouping (#7018)

2021-06-03 04:35:26 +08:00

CMakeLists.txt

Option for generating device debug info. (#6168)

2020-09-27 03:26:56 +08:00

helpers.cc

Use generic dispatching routine for array interface. (#6672)

2021-02-05 09:23:38 +08:00

helpers.cu

Implement iterative DMatrix. (#5837)

2020-07-03 11:44:52 +08:00

helpers.h

Use generic dispatching routine for array interface. (#6672)

2021-02-05 09:23:38 +08:00

histogram_helpers.h

Support categorical data in ellpack. (#6140)

2020-09-24 19:28:57 +08:00

test_global_config.cc

Add use_rmm flag to global configuration (#6656)

2021-03-09 14:53:05 -08:00

test_helpers.cc

Add helper for generating batches of data. (#5756)

2020-06-05 09:53:56 +08:00

test_learner.cc

Implement unified update prediction cache for (gpu_)hist. (#6860)

2021-04-17 00:29:34 +08:00

test_logging.cc

Remove silent from R demos. (#5675)

2020-05-19 18:20:46 +08:00

test_main.cc

RMM integration plugin (#5873)

2020-08-12 01:26:02 -07:00

test_serialization.cc

Remove experimental_json_serialization from tests. (#6640)

2021-01-27 17:44:49 +08:00