Public API C++
Namespaces
| cub | ||
| thunder |
Classes
| BinaryClassMetric | ||
| Booster | ||
| DataSet | ||
| entry | ||
| ExactTreeBuilder | ||
| FunctionBuilder | ||
| GBMParam | ||
| GHPair | ||
| HistCut | ||
| HistTreeBuilder | ||
| InsStat | ||
| LambdaRank | https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/MSR-TR-2010-82.pdf | |
| LambdaRankNDCG | ||
| LogClsObj | ||
| LogisticLoss | ||
| LogisticLoss< double > | ||
| LogisticLoss< float > | ||
| MAP | ||
| Metric | ||
| MSyncArray | ||
| MulticlassAccuracy | ||
| MulticlassMetric | ||
| NDCG | ||
| ObjectiveFunction | ||
| Parser | Mentioned in
| |
| Predictor | ||
| Qitem | : store the <fvalue, weight> pairs before constructing a summary | |
| quanSketch | ||
| RankListMetric | ||
| RegressionObj | ||
| RMSE | Mentioned in
| |
| RowSampler | ||
| Shard | ||
| Softmax | ||
| SoftmaxProb | ||
| SparseColumns | ||
| SplitPoint | ||
| SquareLoss | ||
| summary | ||
| SyncArray | Wrapper of SyncMem with a type. | |
| Tree | Mentioned in
| |
| TreeBuilder | ||
| TreeTrainer |
Functions
| cub_seg_sort_by_key | ||
| cub_select | ||
| cub_sort_by_key | ||
| DO_ON_MULTI_DEVICES | Do something on multiple devices, then switch back to the original device | |
| find_last_line | ||
| get_a_tree | ||
| get_n_nodes | ||
| ignore_comment_and_blank | skip the comment and blank | |
| isdigitchars | return true if a character is related to digit | |
| line_count | ||
| load_config | ||
| load_model | ||
| main overload | ||
| max_elements | ||
| model_free | ||
| operator<< | ||
| parse_pair | for converting string to T(int or float) | |
| predict_R | ||
| save | ||
| seg_sort_by_key_cpu | ||
| set_logger | ||
| sort_array | ||
| sparse_predict_scikit | ||
| sparse_train_scikit | ||
| string_format | ||
| train_R |
Typedefs
Typedefs (common.h)
typedef float float_type | ||
typedef thrust::tuple< int, float_type > int_float |
Variables
Variables (booster.h)
std::mutex mtx |