NAMESPACE

# Generated by roxygen2: do not edit by hand

S3method("!=",keras_shape)
S3method("$",python_builtin_super_getter)
S3method("$<-",keras.src.callbacks.callback.Callback)
S3method("+",keras.src.backend.common.keras_tensor.KerasTensor)
S3method("==",keras.src.backend.common.keras_tensor.KerasTensor)
S3method("==",keras_shape)
S3method("[",keras_shape)
S3method("[[",python_builtin_super_getter)
S3method(as.array,jaxlib.xla_extension.ArrayImpl)
S3method(as.array,keras.src.backend.Variable)
S3method(as.array,keras.src.backend.common.variables.KerasVariable)
S3method(as.data.frame,keras_training_history)
S3method(as.double,jaxlib.xla_extension.ArrayImpl)
S3method(as.double,keras.src.backend.Variable)
S3method(as.double,keras.src.backend.common.variables.KerasVariable)
S3method(as.integer,keras.src.backend.Variable)
S3method(as.integer,keras.src.backend.common.variables.KerasVariable)
S3method(as.integer,keras_shape)
S3method(as.list,keras_shape)
S3method(as.numeric,keras.src.backend.Variable)
S3method(as.numeric,keras.src.backend.common.variables.KerasVariable)
S3method(base::all.equal,keras.src.backend.Tensor)
S3method(base::all.equal,keras.src.backend.common.keras_tensor.KerasTensor)
S3method(base::all.equal,keras.src.backend.common.variables.KerasVariable)
S3method(compile,keras.src.models.model.Model)
S3method(destructure,keras_shape)
S3method(evaluate,keras.src.models.model.Model)
S3method(fit,keras.src.models.model.Model)
S3method(format,keras.src.models.model.Model)
S3method(format,keras_shape)
S3method(plot,keras.src.models.model.Model)
S3method(plot,keras_training_history)
S3method(predict,keras.src.models.model.Model)
S3method(print,keras.src.models.model.Model)
S3method(print,keras_shape)
S3method(print,keras_training_history)
S3method(py_str,keras.src.models.model.Model)
S3method(py_to_r,tensorflow.python.ops.gen_linalg_ops.Qr)
S3method(py_to_r,tensorflow.python.ops.gen_nn_ops.TopKV2)
S3method(py_to_r_wrapper,keras.src.initializers.initializer.Initializer)
S3method(py_to_r_wrapper,keras.src.layers.layer.Layer)
S3method(py_to_r_wrapper,keras.src.losses.loss.Loss)
S3method(py_to_r_wrapper,keras.src.metrics.metric.Metric)
S3method(r_to_py,R6ClassGenerator)
S3method(r_to_py,keras_shape)
S3method(summary,keras.src.models.model.Model)
S3method(tensorflow::export_savedmodel,keras.src.models.model.Model)
export("%<-%")
export("%<-active%")
export("%<>%")
export("%>%")
export("%py_class%")
export(Callback)
export(Constraint)
export(Layer)
export(Loss)
export(Metric)
export(Model)
export(activation_celu)
export(activation_elu)
export(activation_exponential)
export(activation_gelu)
export(activation_glu)
export(activation_hard_shrink)
export(activation_hard_sigmoid)
export(activation_hard_silu)
export(activation_hard_swish)
export(activation_hard_tanh)
export(activation_leaky_relu)
export(activation_linear)
export(activation_log_sigmoid)
export(activation_log_softmax)
export(activation_mish)
export(activation_relu)
export(activation_relu6)
export(activation_selu)
export(activation_sigmoid)
export(activation_silu)
export(activation_soft_shrink)
export(activation_softmax)
export(activation_softplus)
export(activation_softsign)
export(activation_squareplus)
export(activation_tanh)
export(activation_tanh_shrink)
export(active_property)
export(adapt)
export(all_dims)
export(application_convnext_base)
export(application_convnext_large)
export(application_convnext_small)
export(application_convnext_tiny)
export(application_convnext_xlarge)
export(application_decode_predictions)
export(application_densenet121)
export(application_densenet169)
export(application_densenet201)
export(application_efficientnet_b0)
export(application_efficientnet_b1)
export(application_efficientnet_b2)
export(application_efficientnet_b3)
export(application_efficientnet_b4)
export(application_efficientnet_b5)
export(application_efficientnet_b6)
export(application_efficientnet_b7)
export(application_efficientnet_v2b0)
export(application_efficientnet_v2b1)
export(application_efficientnet_v2b2)
export(application_efficientnet_v2b3)
export(application_efficientnet_v2l)
export(application_efficientnet_v2m)
export(application_efficientnet_v2s)
export(application_inception_resnet_v2)
export(application_inception_v3)
export(application_mobilenet)
export(application_mobilenet_v2)
export(application_mobilenet_v3_large)
export(application_mobilenet_v3_small)
export(application_nasnet_large)
export(application_nasnet_mobile)
export(application_nasnetlarge)
export(application_nasnetmobile)
export(application_preprocess_inputs)
export(application_resnet101)
export(application_resnet101_v2)
export(application_resnet152)
export(application_resnet152_v2)
export(application_resnet50)
export(application_resnet50_v2)
export(application_vgg16)
export(application_vgg19)
export(application_xception)
export(array_reshape)
export(as_iterator)
export(as_tensor)
export(audio_dataset_from_directory)
export(bidirectional)
export(callback_backup_and_restore)
export(callback_csv_logger)
export(callback_early_stopping)
export(callback_lambda)
export(callback_learning_rate_scheduler)
export(callback_model_checkpoint)
export(callback_reduce_lr_on_plateau)
export(callback_remote_monitor)
export(callback_swap_ema_weights)
export(callback_tensorboard)
export(callback_terminate_on_nan)
export(clear_session)
export(clone_model)
export(compile)
export(config_backend)
export(config_disable_flash_attention)
export(config_disable_interactive_logging)
export(config_disable_traceback_filtering)
export(config_dtype_policy)
export(config_enable_flash_attention)
export(config_enable_interactive_logging)
export(config_enable_traceback_filtering)
export(config_enable_unsafe_deserialization)
export(config_epsilon)
export(config_floatx)
export(config_image_data_format)
export(config_is_flash_attention_enabled)
export(config_is_interactive_logging_enabled)
export(config_is_traceback_filtering_enabled)
export(config_set_backend)
export(config_set_dtype_policy)
export(config_set_epsilon)
export(config_set_floatx)
export(config_set_image_data_format)
export(constraint_maxnorm)
export(constraint_minmaxnorm)
export(constraint_nonneg)
export(constraint_unitnorm)
export(count_params)
export(custom_metric)
export(dataset_boston_housing)
export(dataset_cifar10)
export(dataset_cifar100)
export(dataset_fashion_mnist)
export(dataset_imdb)
export(dataset_imdb_word_index)
export(dataset_mnist)
export(dataset_reuters)
export(dataset_reuters_word_index)
export(deserialize_keras_object)
export(evaluate)
export(export_savedmodel)
export(feature_cross)
export(feature_custom)
export(feature_float)
export(feature_float_discretized)
export(feature_float_normalized)
export(feature_float_rescaled)
export(feature_integer_categorical)
export(feature_integer_hashed)
export(feature_string_categorical)
export(feature_string_hashed)
export(fit)
export(flag_boolean)
export(flag_integer)
export(flag_numeric)
export(flag_string)
export(flags)
export(freeze_weights)
export(from_config)
export(get_config)
export(get_custom_objects)
export(get_file)
export(get_layer)
export(get_registered_name)
export(get_registered_object)
export(get_source_inputs)
export(get_state_tree)
export(get_vocabulary)
export(get_weights)
export(image_array_save)
export(image_dataset_from_directory)
export(image_from_array)
export(image_load)
export(image_smart_resize)
export(image_to_array)
export(imagenet_decode_predictions)
export(imagenet_preprocess_input)
export(initializer_constant)
export(initializer_glorot_normal)
export(initializer_glorot_uniform)
export(initializer_he_normal)
export(initializer_he_uniform)
export(initializer_identity)
export(initializer_lecun_normal)
export(initializer_lecun_uniform)
export(initializer_ones)
export(initializer_orthogonal)
export(initializer_random_normal)
export(initializer_random_uniform)
export(initializer_stft)
export(initializer_truncated_normal)
export(initializer_variance_scaling)
export(initializer_zeros)
export(install_keras)
export(iter_next)
export(iterate)
export(keras)
export(keras_input)
export(keras_model)
export(keras_model_sequential)
export(layer_activation)
export(layer_activation_elu)
export(layer_activation_leaky_relu)
export(layer_activation_parametric_relu)
export(layer_activation_relu)
export(layer_activation_softmax)
export(layer_activity_regularization)
export(layer_add)
export(layer_additive_attention)
export(layer_alpha_dropout)
export(layer_attention)
export(layer_auto_contrast)
export(layer_average)
export(layer_average_pooling_1d)
export(layer_average_pooling_2d)
export(layer_average_pooling_3d)
export(layer_batch_normalization)
export(layer_bidirectional)
export(layer_category_encoding)
export(layer_center_crop)
export(layer_concatenate)
export(layer_conv_1d)
export(layer_conv_1d_transpose)
export(layer_conv_2d)
export(layer_conv_2d_transpose)
export(layer_conv_3d)
export(layer_conv_3d_transpose)
export(layer_conv_lstm_1d)
export(layer_conv_lstm_2d)
export(layer_conv_lstm_3d)
export(layer_cropping_1d)
export(layer_cropping_2d)
export(layer_cropping_3d)
export(layer_dense)
export(layer_depthwise_conv_1d)
export(layer_depthwise_conv_2d)
export(layer_discretization)
export(layer_dot)
export(layer_dropout)
export(layer_einsum_dense)
export(layer_embedding)
export(layer_feature_space)
export(layer_flatten)
export(layer_flax_module_wrapper)
export(layer_gaussian_dropout)
export(layer_gaussian_noise)
export(layer_global_average_pooling_1d)
export(layer_global_average_pooling_2d)
export(layer_global_average_pooling_3d)
export(layer_global_max_pooling_1d)
export(layer_global_max_pooling_2d)
export(layer_global_max_pooling_3d)
export(layer_group_normalization)
export(layer_group_query_attention)
export(layer_gru)
export(layer_hashed_crossing)
export(layer_hashing)
export(layer_identity)
export(layer_input)
export(layer_integer_lookup)
export(layer_jax_model_wrapper)
export(layer_lambda)
export(layer_layer_normalization)
export(layer_lstm)
export(layer_masking)
export(layer_max_num_bounding_boxes)
export(layer_max_pooling_1d)
export(layer_max_pooling_2d)
export(layer_max_pooling_3d)
export(layer_maximum)
export(layer_mel_spectrogram)
export(layer_minimum)
export(layer_multi_head_attention)
export(layer_multiply)
export(layer_normalization)
export(layer_permute)
export(layer_pipeline)
export(layer_random_brightness)
export(layer_random_contrast)
export(layer_random_crop)
export(layer_random_flip)
export(layer_random_rotation)
export(layer_random_translation)
export(layer_random_zoom)
export(layer_repeat_vector)
export(layer_rescaling)
export(layer_reshape)
export(layer_resizing)
export(layer_rnn)
export(layer_separable_conv_1d)
export(layer_separable_conv_2d)
export(layer_simple_rnn)
export(layer_solarization)
export(layer_spatial_dropout_1d)
export(layer_spatial_dropout_2d)
export(layer_spatial_dropout_3d)
export(layer_spectral_normalization)
export(layer_stft_spectrogram)
export(layer_string_lookup)
export(layer_subtract)
export(layer_text_vectorization)
export(layer_tfsm)
export(layer_time_distributed)
export(layer_torch_module_wrapper)
export(layer_unit_normalization)
export(layer_upsampling_1d)
export(layer_upsampling_2d)
export(layer_upsampling_3d)
export(layer_zero_padding_1d)
export(layer_zero_padding_2d)
export(layer_zero_padding_3d)
export(learning_rate_schedule_cosine_decay)
export(learning_rate_schedule_cosine_decay_restarts)
export(learning_rate_schedule_exponential_decay)
export(learning_rate_schedule_inverse_time_decay)
export(learning_rate_schedule_piecewise_constant_decay)
export(learning_rate_schedule_polynomial_decay)
export(load_model)
export(load_model_config)
export(load_model_weights)
export(loss_binary_crossentropy)
export(loss_binary_focal_crossentropy)
export(loss_categorical_crossentropy)
export(loss_categorical_focal_crossentropy)
export(loss_categorical_hinge)
export(loss_circle)
export(loss_cosine_similarity)
export(loss_ctc)
export(loss_dice)
export(loss_hinge)
export(loss_huber)
export(loss_kl_divergence)
export(loss_log_cosh)
export(loss_mean_absolute_error)
export(loss_mean_absolute_percentage_error)
export(loss_mean_squared_error)
export(loss_mean_squared_logarithmic_error)
export(loss_poisson)
export(loss_sparse_categorical_crossentropy)
export(loss_squared_hinge)
export(loss_tversky)
export(mark_active)
export(metric_auc)
export(metric_binary_accuracy)
export(metric_binary_crossentropy)
export(metric_binary_focal_crossentropy)
export(metric_binary_iou)
export(metric_categorical_accuracy)
export(metric_categorical_crossentropy)
export(metric_categorical_focal_crossentropy)
export(metric_categorical_hinge)
export(metric_concordance_correlation)
export(metric_cosine_similarity)
export(metric_f1_score)
export(metric_false_negatives)
export(metric_false_positives)
export(metric_fbeta_score)
export(metric_hinge)
export(metric_huber)
export(metric_iou)
export(metric_kl_divergence)
export(metric_log_cosh)
export(metric_log_cosh_error)
export(metric_mean)
export(metric_mean_absolute_error)
export(metric_mean_absolute_percentage_error)
export(metric_mean_iou)
export(metric_mean_squared_error)
export(metric_mean_squared_logarithmic_error)
export(metric_mean_wrapper)
export(metric_one_hot_iou)
export(metric_one_hot_mean_iou)
export(metric_pearson_correlation)
export(metric_poisson)
export(metric_precision)
export(metric_precision_at_recall)
export(metric_r2_score)
export(metric_recall)
export(metric_recall_at_precision)
export(metric_root_mean_squared_error)
export(metric_sensitivity_at_specificity)
export(metric_sparse_categorical_accuracy)
export(metric_sparse_categorical_crossentropy)
export(metric_sparse_top_k_categorical_accuracy)
export(metric_specificity_at_sensitivity)
export(metric_squared_hinge)
export(metric_sum)
export(metric_top_k_categorical_accuracy)
export(metric_true_negatives)
export(metric_true_positives)
export(new_callback_class)
export(new_layer_class)
export(new_learning_rate_schedule_class)
export(new_loss_class)
export(new_metric_class)
export(new_model_class)
export(normalize)
export(np_array)
export(op_abs)
export(op_add)
export(op_all)
export(op_any)
export(op_append)
export(op_arange)
export(op_arccos)
export(op_arccosh)
export(op_arcsin)
export(op_arcsinh)
export(op_arctan)
export(op_arctan2)
export(op_arctanh)
export(op_argmax)
export(op_argmin)
export(op_argpartition)
export(op_argsort)
export(op_array)
export(op_associative_scan)
export(op_average)
export(op_average_pool)
export(op_batch_normalization)
export(op_binary_crossentropy)
export(op_bincount)
export(op_bitwise_and)
export(op_bitwise_invert)
export(op_bitwise_left_shift)
export(op_bitwise_not)
export(op_bitwise_or)
export(op_bitwise_right_shift)
export(op_bitwise_xor)
export(op_broadcast_to)
export(op_cast)
export(op_categorical_crossentropy)
export(op_ceil)
export(op_celu)
export(op_cholesky)
export(op_clip)
export(op_concatenate)
export(op_cond)
export(op_conj)
export(op_conv)
export(op_conv_transpose)
export(op_convert_to_numpy)
export(op_convert_to_tensor)
export(op_copy)
export(op_correlate)
export(op_cos)
export(op_cosh)
export(op_count_nonzero)
export(op_cross)
export(op_ctc_decode)
export(op_ctc_loss)
export(op_cumprod)
export(op_cumsum)
export(op_custom_gradient)
export(op_depthwise_conv)
export(op_det)
export(op_diag)
export(op_diagonal)
export(op_diff)
export(op_digitize)
export(op_divide)
export(op_divide_no_nan)
export(op_dot)
export(op_dot_product_attention)
export(op_dtype)
export(op_eig)
export(op_eigh)
export(op_einsum)
export(op_elu)
export(op_empty)
export(op_equal)
export(op_erf)
export(op_erfinv)
export(op_exp)
export(op_exp2)
export(op_expand_dims)
export(op_expm1)
export(op_extract_sequences)
export(op_eye)
export(op_fft)
export(op_fft2)
export(op_flip)
export(op_floor)
export(op_floor_divide)
export(op_fori_loop)
export(op_full)
export(op_full_like)
export(op_gelu)
export(op_get_item)
export(op_glu)
export(op_greater)
export(op_greater_equal)
export(op_hard_shrink)
export(op_hard_sigmoid)
export(op_hard_silu)
export(op_hard_swish)
export(op_hard_tanh)
export(op_histogram)
export(op_hstack)
export(op_identity)
export(op_ifft2)
export(op_imag)
export(op_image_affine_transform)
export(op_image_crop)
export(op_image_extract_patches)
export(op_image_hsv_to_rgb)
export(op_image_map_coordinates)
export(op_image_pad)
export(op_image_resize)
export(op_image_rgb_to_grayscale)
export(op_image_rgb_to_hsv)
export(op_in_top_k)
export(op_inner)
export(op_inv)
export(op_irfft)
export(op_is_tensor)
export(op_isclose)
export(op_isfinite)
export(op_isinf)
export(op_isnan)
export(op_istft)
export(op_leaky_relu)
export(op_left_shift)
export(op_less)
export(op_less_equal)
export(op_linspace)
export(op_log)
export(op_log10)
export(op_log1p)
export(op_log2)
export(op_log_sigmoid)
export(op_log_softmax)
export(op_logaddexp)
export(op_logdet)
export(op_logical_and)
export(op_logical_not)
export(op_logical_or)
export(op_logical_xor)
export(op_logspace)
export(op_logsumexp)
export(op_lstsq)
export(op_lu_factor)
export(op_map)
export(op_matmul)
export(op_max)
export(op_max_pool)
export(op_maximum)
export(op_mean)
export(op_median)
export(op_meshgrid)
export(op_min)
export(op_minimum)
export(op_mod)
export(op_moments)
export(op_moveaxis)
export(op_multi_hot)
export(op_multiply)
export(op_nan_to_num)
export(op_ndim)
export(op_negative)
export(op_nonzero)
export(op_norm)
export(op_normalize)
export(op_not_equal)
export(op_one_hot)
export(op_ones)
export(op_ones_like)
export(op_outer)
export(op_pad)
export(op_pmax)
export(op_pmin)
export(op_power)
export(op_prod)
export(op_psnr)
export(op_qr)
export(op_quantile)
export(op_ravel)
export(op_real)
export(op_reciprocal)
export(op_relu)
export(op_relu6)
export(op_repeat)
export(op_reshape)
export(op_rfft)
export(op_right_shift)
export(op_roll)
export(op_round)
export(op_rsqrt)
export(op_saturate_cast)
export(op_scan)
export(op_scatter)
export(op_scatter_update)
export(op_searchsorted)
export(op_segment_max)
export(op_segment_sum)
export(op_select)
export(op_selu)
export(op_separable_conv)
export(op_shape)
export(op_sigmoid)
export(op_sign)
export(op_silu)
export(op_sin)
export(op_sinh)
export(op_size)
export(op_slice)
export(op_slice_update)
export(op_slogdet)
export(op_soft_shrink)
export(op_softmax)
export(op_softplus)
export(op_softsign)
export(op_solve)
export(op_solve_triangular)
export(op_sort)
export(op_sparse_categorical_crossentropy)
export(op_split)
export(op_sqrt)
export(op_square)
export(op_squareplus)
export(op_squeeze)
export(op_stack)
export(op_std)
export(op_stft)
export(op_stop_gradient)
export(op_subtract)
export(op_sum)
export(op_svd)
export(op_swapaxes)
export(op_switch)
export(op_take)
export(op_take_along_axis)
export(op_tan)
export(op_tanh)
export(op_tanh_shrink)
export(op_tensordot)
export(op_tile)
export(op_top_k)
export(op_trace)
export(op_transpose)
export(op_tri)
export(op_tril)
export(op_triu)
export(op_trunc)
export(op_unstack)
export(op_var)
export(op_vdot)
export(op_vectorize)
export(op_vectorized_map)
export(op_vstack)
export(op_where)
export(op_while_loop)
export(op_zeros)
export(op_zeros_like)
export(optimizer_adadelta)
export(optimizer_adafactor)
export(optimizer_adagrad)
export(optimizer_adam)
export(optimizer_adam_w)
export(optimizer_adamax)
export(optimizer_ftrl)
export(optimizer_lamb)
export(optimizer_lion)
export(optimizer_loss_scale)
export(optimizer_nadam)
export(optimizer_rmsprop)
export(optimizer_sgd)
export(pad_sequences)
export(pop_layer)
export(predict_on_batch)
export(quantize_weights)
export(random_beta)
export(random_binomial)
export(random_categorical)
export(random_dropout)
export(random_gamma)
export(random_integer)
export(random_normal)
export(random_seed_generator)
export(random_shuffle)
export(random_truncated_normal)
export(random_uniform)
export(register_keras_serializable)
export(regularizer_l1)
export(regularizer_l1_l2)
export(regularizer_l2)
export(regularizer_orthogonal)
export(reset_state)
export(rnn_cell_gru)
export(rnn_cell_lstm)
export(rnn_cell_simple)
export(rnn_cells_stack)
export(run_dir)
export(save_model)
export(save_model_config)
export(save_model_weights)
export(serialize_keras_object)
export(set_custom_objects)
export(set_random_seed)
export(set_state_tree)
export(set_vocabulary)
export(set_weights)
export(shape)
export(split_dataset)
export(tensorboard)
export(test_on_batch)
export(text_dataset_from_directory)
export(time_distributed)
export(timeseries_dataset_from_array)
export(to_categorical)
export(train_on_batch)
export(tuple)
export(unfreeze_weights)
export(use_backend)
export(use_python)
export(use_virtualenv)
export(with_custom_object_scope)
export(zip_lists)
import(reticulate)
importFrom(generics,compile)
importFrom(generics,fit)
importFrom(glue,trim)
importFrom(graphics,par)
importFrom(graphics,plot)
importFrom(graphics,points)
importFrom(magrittr,"%<>%")
importFrom(magrittr,"%>%")
importFrom(reticulate,array_reshape)
importFrom(reticulate,as_iterator)
importFrom(reticulate,dict)
importFrom(reticulate,import)
importFrom(reticulate,import_builtins)
importFrom(reticulate,import_from_path)
importFrom(reticulate,iter_next)
importFrom(reticulate,iterate)
importFrom(reticulate,np_array)
importFrom(reticulate,py_call)
importFrom(reticulate,py_capture_output)
importFrom(reticulate,py_clear_last_error)
importFrom(reticulate,py_del_item)
importFrom(reticulate,py_dict)
importFrom(reticulate,py_eval)
importFrom(reticulate,py_func)
importFrom(reticulate,py_get_attr)
importFrom(reticulate,py_get_item)
importFrom(reticulate,py_has_attr)
importFrom(reticulate,py_install)
importFrom(reticulate,py_is_null_xptr)
importFrom(reticulate,py_iterator)
importFrom(reticulate,py_str)
importFrom(reticulate,py_to_r)
importFrom(reticulate,py_to_r_wrapper)
importFrom(reticulate,r_to_py)
importFrom(reticulate,tuple)
importFrom(reticulate,use_python)
importFrom(reticulate,use_virtualenv)
importFrom(rlang,"%||%")
importFrom(rlang,.data)
importFrom(rlang,dots_list)
importFrom(rlang,is_string)
importFrom(rlang,list2)
importFrom(stats,predict)
importFrom(tensorflow,all_dims)
importFrom(tensorflow,as_tensor)
importFrom(tensorflow,evaluate)
importFrom(tensorflow,export_savedmodel)
importFrom(tensorflow,install_tensorflow)
importFrom(tensorflow,tensorboard)
importFrom(tensorflow,tf_config)
importFrom(tensorflow,tf_version)
importFrom(tfruns,flag_boolean)
importFrom(tfruns,flag_integer)
importFrom(tfruns,flag_numeric)
importFrom(tfruns,flag_string)
importFrom(tfruns,flags)
importFrom(tfruns,run_dir)
importFrom(utils,modifyList)
importFrom(zeallot,"%<-%")
importFrom(zeallot,destructure)