Open
Description
| Feature | PR(or time) | Replacement | Removed |
|---|---|---|---|
| GPU Objectives. | #3643 | Now all objectives having GPU port will use GPU by default. | #4690 |
grow_fast_histmaker |
#3836 | Renamed to grow_quantile_histmaker. |
✔ |
Some of R parameters documented in R/xgb.importance.R. |
#1964 | ?? | ?? |
num_pbuffer_deprecated |
?? | ?? | ✔ |
python/training.py: train::learning_rates |
#1797 | Now use use callback API. | #5155 |
python/sklearn.py: seed |
?? | Now use random_state. | #4929 |
python/sklearn.py: nthread |
?? | Now use n_jobs. | #4929 |
XGDMatrixCreateFromCSC |
#1600 | XGDMatrixCreateFromCSCEx |
✔ |
XGDMatrixCreateFromCSR |
#1600 | XGDMatrixCreateFromCSR_omp |
✔ |
silent |
#3982 | Now use verbosity |
#5476 |
gpu_exact |
#4527 | Users are encouraged to use hist or approx on GPU. |
#4742 |
n_gpus |
#4749 | Use distributed frameworks like dask or spark |
#6821 |
reg:linear |
#4267 | Renamed to reg:squarederror |
#4267 |
XGDMatrixSetGroup |
#4864 | Use XGDMatrixSetUIntInfo instead. |
✘ |
TreeParam.max_depth |
#5101 | This variable is never used (TrainParam.max_depth is still supported) | #5101 |
| Old Python callback functions | #6199 | A new callback interface is designed. | #7280 |
Label encoder in XGBClassifier (use_label_encoder=True) |
#6269 | User should perform label encoding manually. | #7357 |
ntree_limit in Python |
#6668 | Use iteration_range or model slicing instead. |
#8345 (2.0.0) |
| positional arguments in Python package | #6365 | Use keyword arguments instead. | ✘ |
use_gpu in PySpark |
#9390 (2.0.0) | Use device instead. |
✘ |
gpu_hist tree method |
#9385 (2.0.0) | Use device instead. |
✘ |
gpu_coord_descent updater |
#9507 (2.0.0) | Use device instead. |
#11395 (3.1.0) |
predictor (cpu_predictor, gpu_predictor) |
#9129 (2.0.0) | Use device instead. |
#9129 (2.0.0) |
gpu_id tree method |
#9385 (2.0.0) | Use device instead. |
✘ |
fit parameters in the sklearn interface |
#6751 (1.6.0) | Use set_params instead. |
#9986 (2.1.0) |
| Command line interface | #9485 (2.1.0) | Use other language bindings instead | ✘ |
| Reading files from URLs like S3 | #9504 (2.1.0) | Use third-party libraries instead. | #9504 (2.1.0) |
| MPI support in RABIT | #9525 (2.1.0) | Use RABIT or NCCL instead (along with grpc for federated) | #9525 (2.1.0) |
XGDMatrixSetDenseInfo |
#10139 (2.1.0) | Use XGDMatrixSetInfoFromInterface |
✘ |
manylinux2014 Python wheels |
#10475 (2.1.0) | Use a recent Linux distribution and manylinux2_28 wheels instead |
✘ |
feature_weights in the sklearn fit method |
#9506 (3.0.0) | Use set_params instead. |
✘ |