Index

_

__init__() (coremltools.models.MLModel method), [1] (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder method) (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) (coremltools.models.neural_network.flexible_shape_utils.NeuralNetworkImageSize method) (coremltools.models.neural_network.flexible_shape_utils.NeuralNetworkImageSizeRange method) (coremltools.models.neural_network.flexible_shape_utils.NeuralNetworkMultiArrayShape method) (coremltools.models.neural_network.flexible_shape_utils.NeuralNetworkMultiArrayShapeRange method) (coremltools.models.neural_network.quantization_utils.AdvancedQuantizedLayerSelector method) (coremltools.models.neural_network.quantization_utils.ModelMetrics method) (coremltools.models.neural_network.quantization_utils.OutputMetric method) (coremltools.models.neural_network.quantization_utils.QuantizedLayerSelector method) (coremltools.models.neural_network.update_optimizer_utils.AdamParams method) (coremltools.models.neural_network.update_optimizer_utils.SgdParams method) (coremltools.models.pipeline.Pipeline method) (coremltools.models.pipeline.PipelineClassifier method) (coremltools.models.pipeline.PipelineRegressor method) (coremltools.models.tree_ensemble.TreeEnsembleBase method) (coremltools.models.tree_ensemble.TreeEnsembleClassifier method) (coremltools.models.tree_ensemble.TreeEnsembleRegressor method)

A

AdamParams (class in coremltools.models.neural_network.update_optimizer_utils) add_acos() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_acosh() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_activation() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_add_broadcastable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_argmax() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_argmin() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_asin() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_asinh() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_atan() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_atanh() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_batched_mat_mul() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_batchnorm() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_bias() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_bidirlstm() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_branch() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_branch_node() (coremltools.models.tree_ensemble.TreeEnsembleBase method) add_broadcast_to_dynamic() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_broadcast_to_like() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_broadcast_to_static() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_categorical_distribution() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_ceil() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_clip() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_concat_nd() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_constant_pad() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_convolution() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_copy() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_cos() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_cosh() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_crop() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_crop_resize() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_custom() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_divide_broadcastable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_elementwise() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_embedding() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_embedding_nd() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_enumerated_image_sizes() (in module coremltools.models.neural_network.flexible_shape_utils) add_enumerated_multiarray_shapes() (in module coremltools.models.neural_network.flexible_shape_utils) add_equal() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_erf() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_exp2() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_expand_dims() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_fill_dynamic() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_fill_like() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_fill_static() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_flatten() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_flatten_to_2d() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_floor() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_floor_div_broadcastable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_gather() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_gather_along_axis() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_gather_nd() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_gelu() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_get_shape() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_greater_than() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_gru() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_inner_product() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_l2_normalize() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_layer_normalization() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_leaf_node() (coremltools.models.tree_ensemble.TreeEnsembleBase method) add_less_than() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_load_constant() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_load_constant_nd() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_logical() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_loop() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_loop_break() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_loop_continue() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_lower_triangular() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_lrn() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_matrix_band_part() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_max_broadcastable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_min_broadcastable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_mod_broadcastable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_model() (coremltools.models.pipeline.Pipeline method) (coremltools.models.pipeline.PipelineClassifier method) (coremltools.models.pipeline.PipelineRegressor method)

add_multiarray_ndshape_enumeration() (in module coremltools.models.neural_network.flexible_shape_utils) add_multiply_broadcastable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_mvn() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_nms() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_not_equal() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_optionals() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_padding() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_permute() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_pooling() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_pow_broadcastable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_random_bernoulli_dynamic() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_random_bernoulli_like() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_random_bernoulli_static() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_random_normal_dynamic() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_random_normal_like() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_random_normal_static() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_random_uniform_dynamic() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_random_uniform_like() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_random_uniform_static() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_range_dynamic() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_range_static() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_rank_preserving_reshape() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce_l1() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce_l2() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce_logsum() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce_logsumexp() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce_max() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce_mean() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce_min() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce_prod() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce_sum() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reduce_sumsquare() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reorganize_data() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reshape() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reshape_dynamic() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reshape_like() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reshape_static() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_resize_bilinear() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reverse() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_reverse_sequence() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_round() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_samples() (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder method) add_scale() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_scatter() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_scatter_along_axis() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_scatter_nd() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_sequence_repeat() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_sign() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_simple_rnn() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_sin() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_sinh() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_slice() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_slice_dynamic() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_slice_static() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_sliding_windows() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_softmax() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_softmax_nd() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_split() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_split_nd() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_squeeze() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_stack() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_subtract_broadcastable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_tan() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_tanh() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_tile() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_topk() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_transpose() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_unary() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_unilstm() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_upper_triangular() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_upsample() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_where_broadcastable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) add_where_nonzero() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) AdvancedQuantizedLayerSelector (class in coremltools.models.neural_network.quantization_utils) author (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder attribute)

C

can_allow_multiple_input_shapes() (in module coremltools.models.neural_network.flexible_shape_utils) compare_models() (in module coremltools.models.neural_network.quantization_utils) convert() (in module coremltools.converters.caffe) (in module coremltools.converters.libsvm) (in module coremltools.converters.sklearn) (in module coremltools.converters.xgboost) convert_double_to_float_multiarray_type() (in module coremltools.models.utils) coremltools.converters (module) coremltools.models (module)

coremltools.models.nearest_neighbors (module) coremltools.models.nearest_neighbors.builder (module) coremltools.models.neural_network.builder (module) coremltools.models.neural_network.flexible_shape_utils (module) coremltools.models.neural_network.quantization_utils (module) coremltools.models.neural_network.update_optimizer_utils (module) coremltools.models.pipeline (module) coremltools.models.tree_ensemble (module) coremltools.models.utils (module)

D

description (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder attribute)

do_quantize() (coremltools.models.neural_network.quantization_utils.AdvancedQuantizedLayerSelector method)

E

evaluate_classifier() (in module coremltools.models.utils) evaluate_classifier_with_probabilities() (in module coremltools.models.utils)

evaluate_regressor() (in module coremltools.models.utils) evaluate_transformer() (in module coremltools.models.utils)

G

get_allowed_shape_ranges() (in module coremltools.models.neural_network.flexible_shape_utils)

get_spec() (coremltools.models.MLModel method)

H

has_custom_layer() (in module coremltools.models.utils)

I

index_type (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder attribute) inspect_conv_channels() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) inspect_innerproduct_channels() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) inspect_input_features() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) inspect_layers() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) inspect_loss_layers() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method)

inspect_optimizer() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) inspect_output_features() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) inspect_updatable_layers() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) is_macos() (in module coremltools.models.utils) is_updatable (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder attribute) isFlexible() (coremltools.models.neural_network.flexible_shape_utils.NeuralNetworkMultiArrayShapeRange method)

K

KNearestNeighborsClassifierBuilder (class in coremltools.models.nearest_neighbors.builder)

L

leaf_size (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder attribute)

license (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder attribute) load_spec() (in module coremltools.models.utils)

M

macos_version() (in module coremltools.models.utils) make_updatable() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method)

MLModel (class in coremltools.models) ModelMetrics (class in coremltools.models.neural_network.quantization_utils)

N

NeuralNetworkBuilder (class in coremltools.models.neural_network.builder) NeuralNetworkImageSize (class in coremltools.models.neural_network.flexible_shape_utils) NeuralNetworkImageSizeRange (class in coremltools.models.neural_network.flexible_shape_utils) NeuralNetworkMultiArrayShape (class in coremltools.models.neural_network.flexible_shape_utils)

NeuralNetworkMultiArrayShapeRange (class in coremltools.models.neural_network.flexible_shape_utils) number_of_dimensions (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder attribute) number_of_neighbors (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder attribute) number_of_neighbors_allowed_range() (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder method) number_of_neighbors_allowed_set() (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder method)

O

OutputMetric (class in coremltools.models.neural_network.quantization_utils)

P

Pipeline (class in coremltools.models.pipeline) PipelineClassifier (class in coremltools.models.pipeline)

PipelineRegressor (class in coremltools.models.pipeline) predict() (coremltools.models.MLModel method)

Q

quantize_weights() (in module coremltools.models.neural_network.quantization_utils)

QuantizedLayerSelector (class in coremltools.models.neural_network.quantization_utils)

R

rename_feature() (in module coremltools.models.utils)

S

save() (coremltools.models.MLModel method) save_spec() (in module coremltools.models.utils) set_categorical_cross_entropy_loss() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) set_class_labels() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) set_default_prediction_value() (coremltools.models.tree_ensemble.TreeEnsembleBase method) set_index_type() (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder method) set_input() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) set_mean_squared_error_loss() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) set_multiarray_ndshape_range() (in module coremltools.models.neural_network.flexible_shape_utils)

set_number_of_neighbors_with_bounds() (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder method) set_output() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) set_post_evaluation_transform() (coremltools.models.tree_ensemble.TreeEnsembleBase method) set_pre_processing_parameters() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) set_training_input() (coremltools.models.neural_network.builder.NeuralNetworkBuilder method) (coremltools.models.pipeline.Pipeline method) (coremltools.models.pipeline.PipelineClassifier method) (coremltools.models.pipeline.PipelineRegressor method) SgdParams (class in coremltools.models.neural_network.update_optimizer_utils)

T

TreeEnsembleBase (class in coremltools.models.tree_ensemble)

TreeEnsembleClassifier (class in coremltools.models.tree_ensemble) TreeEnsembleRegressor (class in coremltools.models.tree_ensemble)

U

update_image_size_range() (in module coremltools.models.neural_network.flexible_shape_utils)

update_multiarray_shape_range() (in module coremltools.models.neural_network.flexible_shape_utils)

V

visualize_spec() (coremltools.models.MLModel method)

W

weighting_scheme (coremltools.models.nearest_neighbors.builder.KNearestNeighborsClassifierBuilder attribute)