xgboost

Author	SHA1	Message	Date
Dmitry Razdoburdin	513d7a7d84	[sycl] Reorder if-else statements to allow using of cpu branches for sycl-devices (#10543 ) * reoder if-else statements for sycl compatibility * trigger check --------- Co-authored-by: Dmitry Razdoburdin <>	2024-07-05 16:31:48 +08:00
Jiaming Yuan	faf0f2df10	Support dataframe data format in native XGBoost. (#9828 ) - Implement a columnar adapter. - Refactor Python pandas handling code to avoid converting into a single numpy array. - Add support in R for transforming columns. - Support R data.frame and factor type.	2023-12-12 09:56:31 +08:00
Jiaming Yuan	8c676c889d	Remove internal use of gpu_id. (#9568 )	2023-09-20 23:29:51 +08:00
Jiaming Yuan	adea842c83	Fix inplace predict with fallback when base margin is used. (#9536 ) - Copy meta info from proxy DMatrix. - Use `std::call_once` to emit less warnings.	2023-09-05 01:04:24 +08:00
Jiaming Yuan	04aff3af8e	Define the new `device` parameter. (#9362 )	2023-07-13 19:30:25 +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	2c70751d1e	Implement iterative DMatrix for CPU. (#8116 )	2022-07-26 22:34:21 +08:00
Jiaming Yuan	84d359efb8	Support host data in proxy DMatrix. (#7087 )	2021-07-08 11:35:48 +08:00

8 Commits