Functions — github.com/david-cortes/isotree

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Functions632 in github.com/david-cortes/isotree

⨍ Functions 632◇ Types & classes 77

Methoddeserialize_template

src/oop_interface.cpp:758

Methoddrop_from_tail

src/utils.hpp:888

Methoddrop_imputer

Drops the imputer sub-object from this model object Drops the imputer sub-object from this model object, if it was fitted with data

isotree/__init__.py:3954

Methoddrop_indexer

Drops the indexer sub-object from this model object Drops the indexer sub-object from this model object, if it was constructed.

isotree/__init__.py:3970

Methoddrop_reference_points

Drops reference points from this model Drops any reference points used for distance and/or kernel calculations from the mode

isotree/__init__.py:3989

Functionduplicate_altrepped_pointer

src/Rwrapper.cpp:337

Functioneval_guided_crit

src/crit.hpp:3064

Functioneval_guided_crit_weighted

src/crit.hpp:3128

Functionexpected_avg_depth

src/utils.hpp:159

Functionexpected_sd_cat

src/crit.hpp:995

Functionexpected_sd_cat_internal

src/crit.hpp:1057

Functionexpected_sd_cat_single

src/crit.hpp:1023

Functionexpected_sd_cat_weighted

src/crit.hpp:1123

Methodexport_model

Export Isolation Forest model Save Isolation Forest model to a serialized file along with its metadata, in order to be re-us

isotree/__init__.py:3075

Functionfind_split_dens

src/crit.hpp:2653

Functionfind_split_dens_longform

src/crit.hpp:2559

Functionfind_split_dens_longform_weighted

src/crit.hpp:2605

Functionfind_split_dens_shortform

src/crit.hpp:2383

Functionfind_split_dens_shortform_t

src/crit.hpp:2339

Functionfind_split_dens_shortform_weighted

src/crit.hpp:2449

Functionfind_split_dens_shortform_weighted_t

src/crit.hpp:2392

Functionfind_split_dens_weighted

src/crit.hpp:2663

Functionfind_split_full_gain

src/crit.hpp:1733

Functionfind_split_full_gain_weighted

src/crit.hpp:2001

Functionfind_split_rel_gain

src/crit.hpp:1318

Functionfind_split_rel_gain_t

src/crit.hpp:1287

Functionfind_split_rel_gain_weighted

src/crit.hpp:1405

Functionfind_split_rel_gain_weighted_t

src/crit.hpp:1370

Functionfind_split_std_gain

src/crit.hpp:1543

Functionfind_split_std_gain_t

src/crit.hpp:1505

Functionfind_split_std_gain_weighted

src/crit.hpp:1553

Functionfit_iforest_internal

src/fit_model.hpp:660

Functionfit_itree

src/fit_model.hpp:1739

Methodfit_transform

Scikit-Learn pipeline-compatible version of 'fit_predict' Will fit the model and output imputed missing values. Intended to be used

isotree/__init__.py:2747

Functiongather_sim_result

src/dist.hpp:1071

Functionget_ExtIsoForest

src/python_helpers.hpp:80

Functionget_Imputer

src/python_helpers.hpp:85

Functionget_Indexer

src/python_helpers.hpp:90

Functionget_IsoForest

src/python_helpers.hpp:75

Functionget_altrep_obj_class

src/Rwrapper.cpp:236

Functionget_altrepped_pointer

src/Rwrapper.cpp:269

Functionget_default_isotree_parameters

Note: this returns an 'isotree_parameters' type, but the function that fits the model requires instead an 'isotree_parameters_t' object. See below

include/isotree_c.h:246

Functionget_element_from_altrepped_obj

src/Rwrapper.cpp:254

Methodget_feature_names_out

isotree/__init__.py:2741

Functionget_has_openmp

src/python_helpers.hpp:95

Functionget_isotree_parameters

src/c_interface.cpp:212

Functionget_ntrees

[[Rcpp::export(rng = false)]]

src/Rwrapper.cpp:3039

Functionget_num_nodes

src/instantiate_template_headers.hpp:231

Functionget_pointer_from_altrep

src/Rwrapper.cpp:414

Functionget_pointer_from_xptr

src/Rwrapper.cpp:420

Functionharmonic

src/utils.hpp:139

Methodhas_indexer_

isotree/__init__.py:4041

Methodhas_reference_points_

isotree/__init__.py:4045

Functionhas_wchar_t_file_serializers

src/serialize.cpp:407

Methodimport_model

Load an Isolation Forest model exported from R or Python Loads a serialized Isolation Forest model as produced and exported

isotree/__init__.py:3209

Functionimpute_missing_values

src/instantiate_template_headers.hpp:198

Functionimpute_missing_values_internal

src/impute.hpp:173

Functioninitialize_imputer

src/impute.hpp:297

Functioninspect_altrepped_pointer

src/Rwrapper.cpp:407

Functionisotree_build_indexer

src/c_interface.cpp:913

Functionisotree_copy_model

src/c_interface.cpp:934

Functionisotree_deserialize_from_file

src/c_interface.cpp:673

Functionisotree_deserialize_from_raw

src/c_interface.cpp:762

Functionisotree_get_ntrees

src/c_interface.cpp:895

Functionisotree_get_num_reference_points

src/c_interface.cpp:585

Functionisotree_get_num_threads

src/c_interface.cpp:884

Functionisotree_impute

src/c_interface.cpp:498

Functionisotree_predict_distance

src/c_interface.cpp:442

Functionisotree_predict_distance_to_ref_points

src/c_interface.cpp:597

Functionisotree_serialize_get_raw_size

src/c_interface.cpp:701

Functionisotree_serialize_to_file

src/c_interface.cpp:644

Functionisotree_serialize_to_raw

src/c_interface.cpp:729

Functionisotree_set_num_threads

src/c_interface.cpp:865

Functionisotree_set_reference_points

src/c_interface.cpp:541

example/isotree_c_ex.c:29

example/isotree_cpp_oop_ex.cpp:32

example/isotree_cpp_ex.cpp:38

gen_tables/gen_tables.c:37

src/xoshiro.hpp:181

src/xoshiro.hpp:110

src/xoshiro.hpp:176

Methodoperator()

src/xoshiro.hpp:147

Methodoperator()

src/xoshiro.hpp:230

Methodoperator()

src/xoshiro.hpp:305

Methodoperator()

src/xoshiro.hpp:352

Methodoperator()

src/xoshiro.hpp:395

Methodpartial_fit

Add additional (single) tree to isolation forest model Adds a single tree fit to the full (non-subsampled) data passed here. Must

isotree/__init__.py:2790

Methodplot_tree

Plot a single tree from the model Plots a single tree from the model, as a matplotlib plot. Note ---- One m

isotree/__init__.py:3577

Functionpredict_iforest

src/instantiate_template_headers.hpp:160

Methodpredict_kernel

Predict isolation kernel between points This is a shorthand for ``predict_distance`` with ``output="kernel"``. Parameters

isotree/__init__.py:2642

Functionpy_strerrorlen_s

src/python_helpers.hpp:104

Functionread_bytes

src/serialize.cpp:476

Functionreconstruct_csr_with_categ

src/other_helpers.hpp:130

Functionreturn_EXIT_FAILURE

src/utils.hpp:3786

Functionreturn_EXIT_SUCCESS

Return the #def'd constants from standard header. This is in order to determine if the return value from the 'fit_model' function is a success or f

src/utils.hpp:3782

Functionsafe_CastString

src/Rwrapper.cpp:1886

Functionsafe_FALSE

src/Rwrapper.cpp:129

Functionsafe_XPtr

src/Rwrapper.cpp:119

Functionsafe_copy_intvec

src/Rwrapper.cpp:104

Functionsafe_copy_vec

src/Rwrapper.cpp:98

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