xgboost

xgboost::Learner Member List

This is the complete list of members for xgboost::Learner, including all inherited members.

AllowLazyCheckPoint() const | xgboost::Learner |
BoostedRounds() const =0 | xgboost::Learner | pure virtual
BoostOneIter(int iter, std::shared_ptr< DMatrix > train, HostDeviceVector< GradientPair > *in_gpair)=0 | xgboost::Learner | pure virtual
Configure()=0 | xgboost::Learner | pure virtual
Create(const std::vector< std::shared_ptr< DMatrix > > &cache_data) | xgboost::Learner | static
DelAttr(const std::string &key)=0 | xgboost::Learner | pure virtual
DumpModel(const FeatureMap &fmap, bool with_stats, std::string format)=0 | xgboost::Learner | pure virtual
EvalOneIter(int iter, const std::vector< std::shared_ptr< DMatrix >> &data_sets, const std::vector< std::string > &data_names)=0 | xgboost::Learner | pure virtual
gbm_ | xgboost::Learner | protected
generic_parameters_ | xgboost::Learner | protected
GetAttr(const std::string &key, std::string *out) const =0 | xgboost::Learner | pure virtual
GetAttrNames() const =0 | xgboost::Learner | pure virtual
GetConfigurationArguments() const =0 | xgboost::Learner | pure virtual
GetFeatureNames(std::vector< std::string > *fn) const =0 | xgboost::Learner | pure virtual
GetFeatureTypes(std::vector< std::string > *ft) const =0 | xgboost::Learner | pure virtual
GetGenericParameter() const =0 | xgboost::Learner | pure virtual
GetNumFeature() const =0 | xgboost::Learner | pure virtual
GetThreadLocal() const =0 | xgboost::Learner | pure virtual
Groups() const =0 | xgboost::Learner | pure virtual
InplacePredict(dmlc::any const &x, std::shared_ptr< DMatrix > p_m, PredictionType type, float missing, HostDeviceVector< bst_float > **out_preds, uint32_t layer_begin, uint32_t layer_end)=0 | xgboost::Learner | pure virtual
LoadConfig(Json const &in)=0 | xgboost::Configurable | pure virtual
LoadModel(Json const &in) override=0 | xgboost::Learner | pure virtual
LoadModel(dmlc::Stream *fi)=0 | xgboost::Learner | pure virtual
metrics_ | xgboost::Learner | protected
obj_ | xgboost::Learner | protected
Predict(std::shared_ptr< DMatrix > data, bool output_margin, HostDeviceVector< bst_float > *out_preds, unsigned layer_begin, unsigned layer_end, bool training=false, bool pred_leaf=false, bool pred_contribs=false, bool approx_contribs=false, bool pred_interactions=false)=0 | xgboost::Learner | pure virtual
SaveConfig(Json *out) const =0 | xgboost::Configurable | pure virtual
SaveModel(Json *out) const override=0 | xgboost::Learner | pure virtual
SaveModel(dmlc::Stream *fo) const =0 | xgboost::Learner | pure virtual
SetAttr(const std::string &key, const std::string &value)=0 | xgboost::Learner | pure virtual
SetFeatureNames(std::vector< std::string > const &fn)=0 | xgboost::Learner | pure virtual
SetFeatureTypes(std::vector< std::string > const &ft)=0 | xgboost::Learner | pure virtual
SetParam(const std::string &key, const std::string &value)=0 | xgboost::Learner | pure virtual
SetParams(Args const &args)=0 | xgboost::Learner | pure virtual
Slice(int32_t begin_layer, int32_t end_layer, int32_t step, bool *out_of_bound)=0 | xgboost::Learner | pure virtual
UpdateOneIter(int iter, std::shared_ptr< DMatrix > train)=0 | xgboost::Learner | pure virtual
~Configurable()=default | xgboost::Configurable | virtual
~Learner() override | xgboost::Learner |
~Model()=default | xgboost::Model | virtual