API for rstudio/keras
R Interface to 'Keras'

Global functions
%<-% Man page
%<-active% Man page
%<>% Man page
%>% Man page
%py_class% Man page
.alias_roxygen Source code
.onLoad Source code
Callback Man page Source code
Constraint Man page Source code
InputLayer Source code
Layer Man page Source code
LearningRateSchedule Man page Source code
Loss Man page Source code
Metric Man page Source code
Model Man page Source code
[.keras_shape Man page
`$<-.keras.src.callbacks.callback.Callback` Source code
`+.keras.src.backend.common.keras_tensor.KerasTensor` Source code
`==.keras.src.backend.common.keras_tensor.KerasTensor` Source code
`[.keras_shape` Source code
`append1<-` Source code
`append<-` Source code
`prepend<-` Source code
activation_elu Man page
activation_exponential Man page
activation_gelu Man page
activation_hard_sigmoid Man page
activation_hard_silu Man page
activation_hard_swish Man page
activation_leaky_relu Man page
activation_linear Man page
activation_log_softmax Man page
activation_mish Man page
activation_relu Man page
activation_relu6 Man page
activation_selu Man page
activation_sigmoid Man page
activation_silu Man page
activation_softmax Man page
activation_softplus Man page
activation_softsign Man page
activation_tanh Man page
activeBindingFunction Source code
active_property Man page
adapt Man page Source code
all.equal.keras.src.backend.common.keras_tensor.KerasTensor Source code
all.equal.keras.src.backend.common.variables.KerasVariable Source code
all_dims Man page
application_convnext_base Man page
application_convnext_large Man page
application_convnext_small Man page
application_convnext_tiny Man page
application_convnext_xlarge Man page
application_decode_predictions Man page Source code
application_densenet121 Man page
application_densenet169 Man page
application_densenet201 Man page
application_efficientnet_b0 Man page
application_efficientnet_b1 Man page
application_efficientnet_b2 Man page
application_efficientnet_b3 Man page
application_efficientnet_b4 Man page
application_efficientnet_b5 Man page
application_efficientnet_b6 Man page
application_efficientnet_b7 Man page
application_efficientnet_v2b0 Man page
application_efficientnet_v2b1 Man page
application_efficientnet_v2b2 Man page
application_efficientnet_v2b3 Man page
application_efficientnet_v2l Man page
application_efficientnet_v2m Man page
application_efficientnet_v2s Man page
application_inception_resnet_v2 Man page
application_inception_v3 Man page
application_mobilenet Man page
application_mobilenet_v2 Man page
application_mobilenet_v3_large Man page
application_mobilenet_v3_small Man page
application_nasnetlarge Man page
application_nasnetmobile Man page
application_preprocess_inputs Man page Source code
application_resnet101 Man page
application_resnet101_v2 Man page
application_resnet152 Man page
application_resnet152_v2 Man page
application_resnet50 Man page
application_resnet50_v2 Man page
application_vgg16 Man page
application_vgg19 Man page
application_xception Man page
apply_trainable Source code
apply_which_trainable Source code
array_reshape Man page
as.array.jaxlib.xla_extension.ArrayImpl Source code
as.array.keras.src.backend.common.variables.KerasVariable Source code
as.data.frame.keras_training_history Source code
as.double.jaxlib.xla_extension.ArrayImpl Source code
as.double.keras.src.backend.common.variables.KerasVariable Source code
as.integer.keras.src.backend.common.variables.KerasVariable Source code
as.integer.keras_shape Man page Source code
as.list.keras_shape Man page Source code
as.numeric.keras.src.backend.common.variables.KerasVariable Source code
as_array Source code
as_axis Source code
as_callback_lambda_fn_sig_idx_logs Source code
as_callback_lambda_fn_sig_logs Source code
as_class_weight Source code
as_constraint Source code
as_data_generator Source code
as_dataset_list Source code
as_index Source code
as_integer Source code
as_integer_array Source code
as_integer_tuple Source code
as_layer_index Source code
as_list Source code
as_loss Source code
as_metrics Source code
as_model_verbose_arg Source code
as_node_index Source code
as_nullable_integer Source code
as_py_array Source code
as_py_function Source code
as_py_name Source code
as_sequences_dataset_list Source code
as_tensor Man page
assert_all_dots_named Source code
audio_dataset_from_directory Man page
bidirectional Man page
callback_backup_and_restore Man page
callback_csv_logger Man page
callback_early_stopping Man page
callback_lambda Man page
callback_learning_rate_scheduler Man page
callback_model_checkpoint Man page
callback_reduce_lr_on_plateau Man page
callback_remote_monitor Man page
callback_swap_ema_weights Man page
callback_tensorboard Man page
callback_terminate_on_nan Man page
capture_args Source code
capture_args3 Source code
check_bool Source code
check_implementation_version Source code
clear_session Man page
clone_model Man page Source code
compile Man page
compile.keras.src.models.model.Model Man page
compose_layer Source code
config_backend Man page
config_disable_interactive_logging Man page
config_disable_traceback_filtering Man page
config_dtype_policy Man page
config_enable_interactive_logging Man page
config_enable_traceback_filtering Man page
config_enable_unsafe_deserialization Man page
config_epsilon Man page
config_floatx Man page
config_image_data_format Man page
config_is_interactive_logging_enabled Man page
config_is_traceback_filtering_enabled Man page
config_set_backend Man page
config_set_dtype_policy Man page
config_set_epsilon Man page
config_set_floatx Man page
config_set_image_data_format Man page
configure_cudnn_symlinks Source code
confirm_overwrite Source code
constraint_maxnorm Man page
constraint_minmaxnorm Man page
constraint_nonneg Man page
constraint_unitnorm Man page
count_params Man page Source code
create_layer Source code
create_layer_wrapper Source code
custom_fn Source code
custom_metric Man page Source code
dataset_boston_housing Man page Source code
dataset_cifar10 Man page Source code
dataset_cifar100 Man page Source code
dataset_fashion_mnist Man page Source code
dataset_imdb Man page Source code
dataset_imdb_word_index Man page Source code
dataset_mnist Man page Source code
dataset_reuters Man page Source code
dataset_reuters_word_index Man page Source code
decorate_callback_method_sig_idx_logs Source code
decorate_callback_method_sig_logs Source code
deserialize_keras_object Man page
destructure.keras_shape Source code
drop_nulls Source code
evaluate Man page
evaluate.keras.src.models.model.Model Man page
export_savedmodel Man page
export_savedmodel.keras.src.models.model.Model Man page Source code
feature_cross Man page Source code
feature_custom Man page Source code
feature_float Man page Source code
feature_float_discretized Man page Source code
feature_float_normalized Man page Source code
feature_float_rescaled Man page
feature_integer_categorical Man page Source code
feature_integer_hashed Man page Source code
feature_string_categorical Man page Source code
feature_string_hashed Man page Source code
fit Man page
fit.keras.src.models.model.Model Man page Source code
flag_boolean Man page
flag_integer Man page
flag_numeric Man page
flag_string Man page
flags Man page
format.keras.src.models.model.Model Man page Source code
format.keras_shape Man page Source code
freeze_weights Man page Source code
from_config Man page Source code
generate_module_name Source code
get_config Man page Source code
get_cudnn_path Source code
get_custom_objects Man page
get_file Man page
get_function_name Source code
get_keras_implementation Source code
get_keras_option Source code
get_keras_python Source code
get_layer Man page Source code
get_registered_name Man page
get_registered_object Man page
get_source_inputs Man page
get_vocabulary Man page Source code
get_weights Man page Source code
have_h5py Source code
have_module Source code
have_pillow Source code
have_pyyaml Source code
have_requests Source code
image_array_save Man page
image_dataset_from_directory Man page
image_from_array Man page
image_load Man page
image_smart_resize Man page
image_to_array Man page
imagenet_decode_predictions Man page
imagenet_preprocess_input Man page
imap Source code
import_callback_tools Source code
import_kerastools Source code
initializer_constant Man page
initializer_glorot_normal Man page
initializer_glorot_uniform Man page
initializer_he_normal Man page
initializer_he_uniform Man page
initializer_identity Man page
initializer_lecun_normal Man page
initializer_lecun_uniform Man page
initializer_ones Man page
initializer_orthogonal Man page
initializer_random_normal Man page
initializer_random_uniform Man page
initializer_truncated_normal Man page
initializer_variance_scaling Man page
initializer_zeros Man page
input_data_normalizer Source code
install_keras Man page Source code
is_backend Source code
is_bare_r_function Source code
is_keras_available Source code
is_keras_implementation Source code
is_keras_loaded Source code
is_layer Source code
is_linux Source code
is_mac_arm64 Source code
is_osx Source code
is_scalar Source code
is_tensorflow_implementation Source code
is_windows Source code
keras Man page
keras3-package Man page
keras_array Source code
keras_input Man page
keras_model Man page Source code
keras_model_sequential Man page Source code
keras_not_found_message Source code
keras_training_history Source code
keras_version Source code
knit_print__keras.src.models.model.Model Source code
last Source code
layer_activation Man page
layer_activation_elu Man page
layer_activation_leaky_relu Man page
layer_activation_parametric_relu Man page
layer_activation_relu Man page
layer_activation_softmax Man page
layer_activity_regularization Man page
layer_add Man page
layer_additive_attention Man page
layer_alpha_dropout Man page
layer_attention Man page
layer_average Man page
layer_average_pooling_1d Man page
layer_average_pooling_2d Man page
layer_average_pooling_3d Man page
layer_batch_normalization Man page
layer_bidirectional Man page
layer_category_encoding Man page
layer_center_crop Man page
layer_concatenate Man page
layer_conv_1d Man page
layer_conv_1d_transpose Man page
layer_conv_2d Man page
layer_conv_2d_transpose Man page
layer_conv_3d Man page
layer_conv_3d_transpose Man page
layer_conv_lstm_1d Man page
layer_conv_lstm_2d Man page
layer_conv_lstm_3d Man page
layer_cropping_1d Man page
layer_cropping_2d Man page
layer_cropping_3d Man page
layer_dense Man page
layer_depthwise_conv_1d Man page
layer_depthwise_conv_2d Man page
layer_discretization Man page
layer_dot Man page
layer_dropout Man page
layer_einsum_dense Man page
layer_embedding Man page
layer_feature_space Man page
layer_flatten Man page
layer_flax_module_wrapper Man page
layer_gaussian_dropout Man page
layer_gaussian_noise Man page
layer_global_average_pooling_1d Man page
layer_global_average_pooling_2d Man page
layer_global_average_pooling_3d Man page
layer_global_max_pooling_1d Man page
layer_global_max_pooling_2d Man page
layer_global_max_pooling_3d Man page
layer_group_normalization Man page
layer_group_query_attention Man page
layer_gru Man page
layer_hashed_crossing Man page
layer_hashing Man page
layer_identity Man page
layer_input Man page
layer_integer_lookup Man page
layer_jax_model_wrapper Man page
layer_lambda Man page
layer_layer_normalization Man page
layer_lstm Man page
layer_masking Man page
layer_max_pooling_1d Man page
layer_max_pooling_2d Man page
layer_max_pooling_3d Man page
layer_maximum Man page
layer_mel_spectrogram Man page
layer_minimum Man page
layer_multi_head_attention Man page
layer_multiply Man page
layer_normalization Man page
layer_permute Man page
layer_random_brightness Man page
layer_random_contrast Man page
layer_random_crop Man page
layer_random_flip Man page
layer_random_rotation Man page
layer_random_translation Man page
layer_random_zoom Man page
layer_repeat_vector Man page
layer_rescaling Man page
layer_reshape Man page
layer_resizing Man page
layer_rnn Man page
layer_separable_conv_1d Man page
layer_separable_conv_2d Man page
layer_simple_rnn Man page
layer_spatial_dropout_1d Man page
layer_spatial_dropout_2d Man page
layer_spatial_dropout_3d Man page
layer_spectral_normalization Man page
layer_string_lookup Man page
layer_subtract Man page
layer_text_vectorization Man page
layer_tfsm Man page
layer_time_distributed Man page
layer_torch_module_wrapper Man page
layer_unit_normalization Man page
layer_upsampling_1d Man page
layer_upsampling_2d Man page
layer_upsampling_3d Man page
layer_zero_padding_1d Man page
layer_zero_padding_2d Man page
layer_zero_padding_3d Man page
learning_rate_schedule_cosine_decay Man page
learning_rate_schedule_cosine_decay_restarts Man page
learning_rate_schedule_exponential_decay Man page
learning_rate_schedule_inverse_time_decay Man page
learning_rate_schedule_piecewise_constant_decay Man page
learning_rate_schedule_polynomial_decay Man page
list_model_names Source code
load_model Man page
load_model_config Man page Source code
load_model_weights Man page
loss_binary_crossentropy Man page
loss_binary_focal_crossentropy Man page
loss_categorical_crossentropy Man page
loss_categorical_focal_crossentropy Man page
loss_categorical_hinge Man page
loss_cosine_similarity Man page
loss_ctc Man page
loss_dice Man page
loss_hinge Man page
loss_huber Man page
loss_kl_divergence Man page
loss_log_cosh Man page
loss_mean_absolute_error Man page
loss_mean_absolute_percentage_error Man page
loss_mean_squared_error Man page
loss_mean_squared_logarithmic_error Man page
loss_poisson Man page
loss_sparse_categorical_crossentropy Man page
loss_squared_hinge Man page
map2 Source code
map_chr Source code
map_int Source code
map_lgl Source code
mark_active Man page
maybe_register_S3_methods Source code
metric_auc Man page
metric_binary_accuracy Man page
metric_binary_crossentropy Man page
metric_binary_focal_crossentropy Man page
metric_binary_iou Man page
metric_categorical_accuracy Man page
metric_categorical_crossentropy Man page
metric_categorical_focal_crossentropy Man page
metric_categorical_hinge Man page
metric_cosine_similarity Man page
metric_f1_score Man page
metric_false_negatives Man page
metric_false_positives Man page
metric_fbeta_score Man page
metric_hinge Man page
metric_huber Man page
metric_iou Man page
metric_kl_divergence Man page
metric_log_cosh Man page
metric_log_cosh_error Man page
metric_mean Man page
metric_mean_absolute_error Man page
metric_mean_absolute_percentage_error Man page
metric_mean_iou Man page
metric_mean_squared_error Man page
metric_mean_squared_logarithmic_error Man page
metric_mean_wrapper Man page
metric_one_hot_iou Man page
metric_one_hot_mean_iou Man page
metric_poisson Man page
metric_precision Man page
metric_precision_at_recall Man page
metric_r2_score Man page
metric_recall Man page
metric_recall_at_precision Man page
metric_root_mean_squared_error Man page
metric_sensitivity_at_specificity Man page
metric_sparse_categorical_accuracy Man page
metric_sparse_categorical_crossentropy Man page
metric_sparse_top_k_categorical_accuracy Man page
metric_specificity_at_sensitivity Man page
metric_squared_hinge Man page
metric_sum Man page
metric_top_k_categorical_accuracy Man page
metric_true_negatives Man page
metric_true_positives Man page
modify_intersection Source code
named_list Source code
new_callback_class Man page
new_layer_class Man page
new_learning_rate_schedule_class Man page
new_loss_class Man page
new_metric_class Man page
new_model_class Man page
new_py_class Source code
new_wrapped_py_class Source code
normalize Man page
normalize_callbacks_with_metrics Source code
normalize_cropping Source code
normalize_custom_objects Source code
normalize_padding Source code
normalize_path Source code
normalize_scale Source code
normalize_shape Source code
not_found_errors Source code
np_array Man page
op_abs Man page
op_add Man page
op_all Man page
op_amax Man page
op_amin Man page
op_any Man page
op_append Man page
op_arange Man page
op_arccos Man page
op_arccosh Man page
op_arcsin Man page
op_arcsinh Man page
op_arctan Man page
op_arctan2 Man page
op_arctanh Man page
op_argmax Man page
op_argmin Man page
op_argsort Man page
op_array Man page
op_average Man page
op_average_pool Man page
op_batch_normalization Man page
op_binary_crossentropy Man page
op_bincount Man page
op_broadcast_to Man page
op_cast Man page
op_categorical_crossentropy Man page
op_ceil Man page
op_cholesky Man page
op_clip Man page
op_concatenate Man page
op_cond Man page
op_conj Man page
op_conv Man page
op_conv_transpose Man page
op_convert_to_numpy Man page
op_convert_to_tensor Man page
op_copy Man page
op_correlate Man page
op_cos Man page
op_cosh Man page
op_count_nonzero Man page
op_cross Man page
op_ctc_loss Man page
op_cumprod Man page
op_cumsum Man page
op_custom_gradient Man page
op_depthwise_conv Man page
op_det Man page
op_diag Man page
op_diagonal Man page
op_diff Man page
op_digitize Man page
op_divide Man page
op_divide_no_nan Man page
op_dot Man page
op_eig Man page
op_einsum Man page
op_elu Man page
op_empty Man page
op_equal Man page
op_erf Man page
op_erfinv Man page
op_exp Man page
op_expand_dims Man page
op_expm1 Man page
op_extract_sequences Man page
op_eye Man page
op_fft Man page
op_fft2 Man page
op_flip Man page
op_floor Man page
op_floor_divide Man page
op_fori_loop Man page
op_full Man page
op_full_like Man page
op_gelu Man page
op_get_item Man page
op_greater Man page
op_greater_equal Man page
op_hard_sigmoid Man page
op_hard_silu Man page
op_hard_swish Man page
op_hstack Man page
op_identity Man page
op_imag Man page
op_image_affine_transform Man page
op_image_crop Man page
op_image_extract_patches Man page
op_image_map_coordinates Man page
op_image_pad Man page
op_image_resize Man page
op_in_top_k Man page
op_inv Man page
op_irfft Man page
op_is_tensor Man page
op_isclose Man page
op_isfinite Man page
op_isinf Man page
op_isnan Man page
op_istft Man page
op_leaky_relu Man page
op_less Man page
op_less_equal Man page
op_linspace Man page
op_log Man page
op_log10 Man page
op_log1p Man page
op_log2 Man page
op_log_sigmoid Man page
op_log_softmax Man page
op_logaddexp Man page
op_logical_and Man page
op_logical_not Man page
op_logical_or Man page
op_logical_xor Man page
op_logspace Man page
op_logsumexp Man page
op_lu_factor Man page
op_matmul Man page
op_max Man page
op_max_pool Man page
op_maximum Man page
op_mean Man page
op_median Man page
op_meshgrid Man page
op_min Man page
op_minimum Man page
op_mod Man page
op_moments Man page
op_moveaxis Man page
op_multi_hot Man page
op_multiply Man page
op_nan_to_num Man page
op_ndim Man page
op_negative Man page
op_nonzero Man page
op_norm Man page
op_normalize Man page
op_not_equal Man page
op_one_hot Man page
op_ones Man page
op_ones_like Man page
op_outer Man page
op_pad Man page
op_pmax Man page
op_pmin Man page
op_power Man page
op_prod Man page
op_qr Man page
op_quantile Man page
op_ravel Man page
op_real Man page
op_reciprocal Man page
op_relu Man page
op_relu6 Man page
op_repeat Man page
op_reshape Man page
op_rfft Man page
op_roll Man page
op_round Man page
op_rsqrt Man page
op_scatter Man page
op_scatter_update Man page
op_segment_max Man page
op_segment_sum Man page
op_selu Man page
op_separable_conv Man page
op_shape Man page
op_sigmoid Man page
op_sign Man page
op_silu Man page
op_sin Man page
op_sinh Man page
op_size Man page
op_slice Man page
op_slice_update Man page
op_softmax Man page
op_softplus Man page
op_softsign Man page
op_solve Man page
op_solve_triangular Man page
op_sort Man page
op_sparse_categorical_crossentropy Man page
op_split Man page
op_sqrt Man page
op_square Man page
op_squeeze Man page
op_stack Man page
op_std Man page
op_stft Man page
op_stop_gradient Man page
op_subtract Man page
op_sum Man page
op_svd Man page
op_swapaxes Man page
op_take Man page
op_take_along_axis Man page
op_tan Man page
op_tanh Man page
op_tensordot Man page
op_tile Man page
op_top_k Man page
op_trace Man page
op_transpose Man page
op_tri Man page
op_tril Man page
op_triu Man page
op_unstack Man page
op_var Man page
op_vdot Man page
op_vectorized_map Man page
op_vstack Man page
op_where Man page
op_while_loop Man page
op_zeros Man page
op_zeros_like Man page
optimizer_adadelta Man page
optimizer_adafactor Man page
optimizer_adagrad Man page
optimizer_adam Man page
optimizer_adam_w Man page
optimizer_adamax Man page
optimizer_ftrl Man page
optimizer_lion Man page
optimizer_loss_scale Man page
optimizer_nadam Man page
optimizer_rmsprop Man page
optimizer_sgd Man page
pack_x_y_sample_weight Man page
pad_sequences Man page
plot.keras.src.models.model.Model Man page Source code
plot.keras_training_history Man page Source code
pop_layer Man page Source code
predict.keras.src.models.model.Model Man page
predict_on_batch Man page Source code
print.keras.src.models.model.Model Man page Source code
print.keras_shape Man page Source code
print.keras_training_history Source code
process_utils Man page
py_class Man page
py_formals Source code
py_generator Source code
py_is Source code
py_str.keras.src.models.model.Model Source code
py_to_r.tensorflow.python.ops.gen_linalg_ops.Qr Source code
py_to_r.tensorflow.python.ops.gen_nn_ops.TopKV2 Source code
py_to_r__keras.src.utils.tracking.TrackedDict Source code
py_to_r__keras.src.utils.tracking.TrackedList Source code
py_to_r__keras.src.utils.tracking.TrackedSet Source code
py_to_r_wrapper.keras.src.initializers.initializer.Initializer Source code
py_to_r_wrapper.keras.src.layers.layer.Layer Source code
py_to_r_wrapper.keras.src.losses.loss.Loss Source code
quantize_weights Man page
r_to_py.keras_shape Source code
random_array Source code
random_beta Man page
random_binomial Man page
random_categorical Man page
random_dropout Man page
random_gamma Man page
random_integer Man page
random_normal Man page
random_seed_generator Man page
random_shuffle Man page
random_truncated_normal Man page
random_uniform Man page
reexports Man page
register_keras_serializable Man page
regularizer_l1 Man page
regularizer_l1_l2 Man page
regularizer_l2 Man page
regularizer_orthogonal Man page
relative_to Source code
rename Source code
replace_val Source code
reset_state Man page Source code
resolve_implementation_module Source code
resolve_py_obj Source code
resolve_view_metrics Source code
resolve_wrapper_py_obj_expr Source code
rnn_cell_gru Man page
rnn_cell_lstm Man page
rnn_cell_simple Man page
rnn_cells_stack Man page
run_dir Man page
save_model Man page
save_model_config Man page Source code
save_model_weights Man page
second_to_last Source code
serialize_keras_object Man page
set_custom_objects Man page Source code
set_preprocessing_attributes Source code
set_random_seed Man page
set_vocabulary Man page Source code
set_weights Man page Source code
shape Man page Source code
split_dataset Man page
split_dots_named_unnamed Source code
summary.keras.src.models.model.Model Man page Source code
tensorboard Man page
tensorflow_on_before_use_session Source code
tensorflow_on_use_session Source code
test_on_batch Man page
text_dataset_from_directory Man page
time_distributed Man page
timeseries_dataset_from_array Man page
to_categorical Man page
to_keras_training_history Source code
train_on_batch Man page
tuple Man page
unfreeze_weights Man page Source code
unpack_x_y_sample_weight Man page
use_backend Man page Source code
use_python Man page
use_virtualenv Man page
with_custom_object_scope Man page Source code
with_envvar2 Source code
with_rich_config Source code
wrap_callback_method_sig_idx_logs Source code
wrap_callback_method_sig_logs Source code
write_history_metadata Source code
zip_lists Man page Source code
rstudio/keras documentation built on April 22, 2024, 11:43 p.m.