API for mlr3torch
Deep Learning with 'mlr3'

Global functions
.onLoad	Source code
.onUnload	Source code
==.lazy_tensor	Man page
CallbackSet	Man page
CallbackSetCheckpoint	Man page
CallbackSetHistory	Man page
CallbackSetLRScheduler	Man page
CallbackSetLRSchedulerOneCycle	Man page
CallbackSetLRSchedulerReduceOnPlateau	Man page
CallbackSetProgress	Man page
CallbackSetTB	Man page
CallbackSetUnfreeze	Man page
CallbacksNone	Source code
ContextTorch	Man page
DataBackendLazy	Man page
DataDescriptor	Man page
LearnerTorch	Man page
LearnerTorchFTTransformer	Man page
LearnerTorchFeatureless	Man page
LearnerTorchImage	Man page
LearnerTorchMLP	Man page
LearnerTorchModel	Man page
LearnerTorchModule	Man page
LearnerTorchTabResNet	Man page
LearnerTorchVision	Man page
LossNone	Source code
ModelDescriptor	Man page Source code
OptimizerNone	Source code
PipeOpModule	Man page
PipeOpPreprocTorchAugmentCenterCrop	Man page
PipeOpPreprocTorchAugmentColorJitter	Man page
PipeOpPreprocTorchAugmentCrop	Man page
PipeOpPreprocTorchAugmentHflip	Man page
PipeOpPreprocTorchAugmentRandomAffine	Man page
PipeOpPreprocTorchAugmentRandomChoice	Man page
PipeOpPreprocTorchAugmentRandomCrop	Man page
PipeOpPreprocTorchAugmentRandomHorizontalFlip	Man page
PipeOpPreprocTorchAugmentRandomOrder	Man page
PipeOpPreprocTorchAugmentRandomResizedCrop	Man page
PipeOpPreprocTorchAugmentRandomVerticalFlip	Man page
PipeOpPreprocTorchAugmentResizedCrop	Man page
PipeOpPreprocTorchAugmentRotate	Man page
PipeOpPreprocTorchAugmentVflip	Man page
PipeOpPreprocTorchTrafoAdjustBrightness	Man page
PipeOpPreprocTorchTrafoAdjustGamma	Man page
PipeOpPreprocTorchTrafoAdjustHue	Man page
PipeOpPreprocTorchTrafoAdjustSaturation	Man page
PipeOpPreprocTorchTrafoGrayscale	Man page
PipeOpPreprocTorchTrafoNop	Man page
PipeOpPreprocTorchTrafoNormalize	Man page
PipeOpPreprocTorchTrafoPad	Man page
PipeOpPreprocTorchTrafoReshape	Man page
PipeOpPreprocTorchTrafoResize	Man page
PipeOpPreprocTorchTrafoRgbToGrayscale	Man page
PipeOpTaskPreprocTorch	Man page
PipeOpTorch	Man page
PipeOpTorchAdaptiveAvgPool1D	Man page
PipeOpTorchAdaptiveAvgPool2D	Man page
PipeOpTorchAdaptiveAvgPool3D	Man page
PipeOpTorchAvgPool1D	Man page
PipeOpTorchAvgPool2D	Man page
PipeOpTorchAvgPool3D	Man page
PipeOpTorchBatchNorm1D	Man page
PipeOpTorchBatchNorm2D	Man page
PipeOpTorchBatchNorm3D	Man page
PipeOpTorchBlock	Man page
PipeOpTorchCELU	Man page
PipeOpTorchCallbacks	Man page
PipeOpTorchConv1D	Man page
PipeOpTorchConv2D	Man page
PipeOpTorchConv3D	Man page
PipeOpTorchConvTranspose1D	Man page
PipeOpTorchConvTranspose2D	Man page
PipeOpTorchConvTranspose3D	Man page
PipeOpTorchDropout	Man page
PipeOpTorchELU	Man page
PipeOpTorchFTCLS	Man page
PipeOpTorchFTTransformerBlock	Man page
PipeOpTorchFlatten	Man page
PipeOpTorchFn	Man page
PipeOpTorchGELU	Man page
PipeOpTorchGLU	Man page
PipeOpTorchGeGLU	Man page
PipeOpTorchHardShrink	Man page
PipeOpTorchHardSigmoid	Man page
PipeOpTorchHardTanh	Man page
PipeOpTorchHead	Man page
PipeOpTorchIdentity	Man page
PipeOpTorchIngress	Man page
PipeOpTorchIngressCategorical	Man page
PipeOpTorchIngressLazyTensor	Man page
PipeOpTorchIngressNumeric	Man page
PipeOpTorchLayerNorm	Man page
PipeOpTorchLeakyReLU	Man page
PipeOpTorchLinear	Man page
PipeOpTorchLogSigmoid	Man page
PipeOpTorchLoss	Man page
PipeOpTorchMaxPool1D	Man page
PipeOpTorchMaxPool2D	Man page
PipeOpTorchMaxPool3D	Man page
PipeOpTorchMerge	Man page
PipeOpTorchMergeCat	Man page
PipeOpTorchMergeProd	Man page
PipeOpTorchMergeSum	Man page
PipeOpTorchModel	Man page
PipeOpTorchModelClassif	Man page
PipeOpTorchModelRegr	Man page
PipeOpTorchOptimizer	Man page
PipeOpTorchPReLU	Man page
PipeOpTorchRReLU	Man page
PipeOpTorchReGLU	Man page
PipeOpTorchReLU	Man page
PipeOpTorchReLU6	Man page
PipeOpTorchReshape	Man page
PipeOpTorchSELU	Man page
PipeOpTorchSigmoid	Man page
PipeOpTorchSoftPlus	Man page
PipeOpTorchSoftShrink	Man page
PipeOpTorchSoftSign	Man page
PipeOpTorchSoftmax	Man page
PipeOpTorchSqueeze	Man page
PipeOpTorchTanh	Man page
PipeOpTorchTanhShrink	Man page
PipeOpTorchThreshold	Man page
PipeOpTorchTokenizerCateg	Man page
PipeOpTorchTokenizerNum	Man page
PipeOpTorchUnsqueeze	Man page
Select	Man page
TorchCallback	Man page
TorchDescriptor	Man page
TorchIngressToken	Man page Source code
TorchLoss	Man page
TorchOptimizer	Man page
`==.lazy_tensor`	Source code
`[.lazy_tensor`	Source code
`[<-.lazy_tensor`	Source code
`[[<-.lazy_tensor`	Source code
adaptive_avg_output_shape	Source code
all_or_none_	Source code
argument_matcher	Source code Source code
as.data.table.DictionaryMlr3torchCallbacks	Source code
as.data.table.DictionaryMlr3torchLosses	Source code
as.data.table.DictionaryMlr3torchOptimizers	Source code
as_data_descriptor	Man page Source code
as_data_descriptor.dataset	Source code
as_lazy_tensor	Man page Source code
as_lazy_tensor.DataDescriptor	Source code
as_lazy_tensor.dataset	Man page Source code
as_lazy_tensor.numeric	Source code
as_lazy_tensor.torch_tensor	Source code
as_lr_scheduler	Man page Source code
as_multi_tensor_dataset	Source code
as_torch_callback	Man page Source code
as_torch_callback.R6ClassGenerator	Source code
as_torch_callback.TorchCallback	Source code
as_torch_callback.character	Source code
as_torch_callbacks	Man page Source code
as_torch_callbacks.NULL	Source code
as_torch_callbacks.character	Source code
as_torch_callbacks.default	Source code
as_torch_callbacks.list	Source code
as_torch_loss	Man page Source code
as_torch_loss.TorchLoss	Source code
as_torch_loss.character	Source code
as_torch_loss.nn_loss	Source code
as_torch_optimizer	Man page Source code
as_torch_optimizer.TorchOptimizer	Source code
as_torch_optimizer.character	Source code
as_torch_optimizer.torch_optimizer_generator	Source code
assert_compatible_shapes	Source code
assert_grayscale_or_rgb	Source code
assert_inherits_classname	Source code
assert_lazy_tensor	Man page Source code
assert_rgb_shape	Source code
assert_shape	Source code
assert_shapes	Source code
auto_cache_lazy_tensors	Source code
auto_device	Man page Source code
avg_output_shape	Source code
batchgetter_categ	Man page Source code
batchgetter_lazy_tensor	Source code
batchgetter_num	Man page Source code
c.lazy_tensor	Source code
cached	Source code
callback_set	Man page Source code
char_repr	Source code
check_callbacks	Source code
check_class_or_list	Source code
check_function_or_null	Source code
check_integerish_or_null	Source code
check_nn_module	Source code
check_nn_module_generator	Source code
check_rgb_shape	Source code
check_shape	Source code
check_unfreeze_dt	Source code
class_with_init	Source code
clear_mlr3torch_cache	Source code
clone_recurse	Source code
coalesce_assert_id	Source code
col_info.DataBackendLazy	Source code
constructor_cifar	Source code
constructor_cifar10	Source code
constructor_cifar100	Source code
constructor_melanoma	Source code
constructor_mnist	Source code
constructor_tiny_imagenet	Source code
conv_output_shape	Source code
conv_transpose_output_shape	Source code
create_ps	Source code
cross_entropy	Man page
dataset_ltnsr	Source code
dataset_num	Source code
dataset_num_categ	Source code
dd	Source code
default_task_id	Source code
encode_prediction_default	Source code
epochs_aggr	Source code
epochs_tune_fn	Source code
eval_train_in_epoch	Source code
eval_valid_in_epoch	Source code
format.lazy_tensor	Source code
geglu	Source code
get_cache_dir	Source code
get_example_batch	Source code
get_init	Source code
get_input	Source code
get_output	Source code
get_target_batchgetter	Source code
has_one_arg	Source code
hash_input.TorchIngressToken	Source code
hash_input.lazy_tensor	Source code
hash_input.nn_module	Source code
infer_shapes	Man page Source code
infer_shapes_from_getbatch	Source code
inferps	Source code
ingress_categ	Man page Source code
ingress_ltnsr	Man page Source code
ingress_num	Man page Source code
initialize_cache	Source code
initialize_token_	Source code
is_lazy_tensor	Man page Source code
lazy_shape	Man page Source code
lazy_tensor	Man page Source code
learner_torch_predict	Source code
learner_torch_train	Source code
list_to_batch	Source code
load_col_info	Source code
load_task_cifar10	Source code
load_task_cifar100	Source code
load_task_lazy_iris	Source code
load_task_melanoma	Source code
load_task_mnist	Source code
load_task_tiny_imagenet	Source code
make_check_measures	Source code
make_check_vector	Source code
make_mlp	Source code
make_select	Source code
marshal_model.LearnerTorch	Source code
marshal_model.learner_torch_model	Source code
materialize	Man page Source code
materialize.data.frame	Source code
materialize.lazy_tensor	Source code
materialize.list	Man page Source code
materialize_internal	Man page Source code
measure_prediction	Source code
merge_assert_unique	Source code
merge_compatible_lazy_tensor_graphs	Source code
merge_graphs	Source code
merge_lazy_tensor_graphs	Source code
mlr3torch	Man page
mlr3torch-package	Man page
mlr3torch_callbacks	Man page
mlr3torch_losses	Man page
mlr3torch_optimizers	Man page
mlr_backends_lazy	Man page
mlr_callback_set	Man page
mlr_callback_set.checkpoint	Man page
mlr_callback_set.history	Man page
mlr_callback_set.lr_scheduler	Man page
mlr_callback_set.lr_scheduler_one_cycle	Man page
mlr_callback_set.lr_scheduler_reduce_on_plateau	Man page
mlr_callback_set.progress	Man page
mlr_callback_set.tb	Man page
mlr_callback_set.unfreeze	Man page
mlr_context_torch	Man page
mlr_learners.ft_transformer	Man page
mlr_learners.mlp	Man page
mlr_learners.module	Man page
mlr_learners.tab_resnet	Man page
mlr_learners.torch_featureless	Man page
mlr_learners.torchvision	Man page
mlr_learners_torch	Man page
mlr_learners_torch_image	Man page
mlr_learners_torch_model	Man page
mlr_pipeops_augment_center_crop	Man page
mlr_pipeops_augment_color_jitter	Man page
mlr_pipeops_augment_crop	Man page
mlr_pipeops_augment_hflip	Man page
mlr_pipeops_augment_random_affine	Man page
mlr_pipeops_augment_random_choice	Man page
mlr_pipeops_augment_random_crop	Man page
mlr_pipeops_augment_random_horizontal_flip	Man page
mlr_pipeops_augment_random_order	Man page
mlr_pipeops_augment_random_resized_crop	Man page
mlr_pipeops_augment_random_vertical_flip	Man page
mlr_pipeops_augment_resized_crop	Man page
mlr_pipeops_augment_rotate	Man page
mlr_pipeops_augment_vflip	Man page
mlr_pipeops_module	Man page
mlr_pipeops_nn_adaptive_avg_pool1d	Man page
mlr_pipeops_nn_adaptive_avg_pool2d	Man page
mlr_pipeops_nn_adaptive_avg_pool3d	Man page
mlr_pipeops_nn_avg_pool1d	Man page
mlr_pipeops_nn_avg_pool2d	Man page
mlr_pipeops_nn_avg_pool3d	Man page
mlr_pipeops_nn_batch_norm1d	Man page
mlr_pipeops_nn_batch_norm2d	Man page
mlr_pipeops_nn_batch_norm3d	Man page
mlr_pipeops_nn_block	Man page
mlr_pipeops_nn_celu	Man page
mlr_pipeops_nn_conv1d	Man page
mlr_pipeops_nn_conv2d	Man page
mlr_pipeops_nn_conv3d	Man page
mlr_pipeops_nn_conv_transpose1d	Man page
mlr_pipeops_nn_conv_transpose2d	Man page
mlr_pipeops_nn_conv_transpose3d	Man page
mlr_pipeops_nn_dropout	Man page
mlr_pipeops_nn_elu	Man page
mlr_pipeops_nn_flatten	Man page
mlr_pipeops_nn_fn	Man page
mlr_pipeops_nn_ft_cls	Man page
mlr_pipeops_nn_ft_transformer_block	Man page
mlr_pipeops_nn_geglu	Man page
mlr_pipeops_nn_gelu	Man page
mlr_pipeops_nn_glu	Man page
mlr_pipeops_nn_hardshrink	Man page
mlr_pipeops_nn_hardsigmoid	Man page
mlr_pipeops_nn_hardtanh	Man page
mlr_pipeops_nn_head	Man page
mlr_pipeops_nn_identity	Man page
mlr_pipeops_nn_layer_norm	Man page
mlr_pipeops_nn_leaky_relu	Man page
mlr_pipeops_nn_linear	Man page
mlr_pipeops_nn_log_sigmoid	Man page
mlr_pipeops_nn_max_pool1d	Man page
mlr_pipeops_nn_max_pool2d	Man page
mlr_pipeops_nn_max_pool3d	Man page
mlr_pipeops_nn_merge	Man page
mlr_pipeops_nn_merge_cat	Man page
mlr_pipeops_nn_merge_prod	Man page
mlr_pipeops_nn_merge_sum	Man page
mlr_pipeops_nn_prelu	Man page
mlr_pipeops_nn_reglu	Man page
mlr_pipeops_nn_relu	Man page
mlr_pipeops_nn_relu6	Man page
mlr_pipeops_nn_reshape	Man page
mlr_pipeops_nn_rrelu	Man page
mlr_pipeops_nn_selu	Man page
mlr_pipeops_nn_sigmoid	Man page
mlr_pipeops_nn_softmax	Man page
mlr_pipeops_nn_softplus	Man page
mlr_pipeops_nn_softshrink	Man page
mlr_pipeops_nn_softsign	Man page
mlr_pipeops_nn_squeeze	Man page
mlr_pipeops_nn_tanh	Man page
mlr_pipeops_nn_tanhshrink	Man page
mlr_pipeops_nn_threshold	Man page
mlr_pipeops_nn_tokenizer_categ	Man page
mlr_pipeops_nn_tokenizer_num	Man page
mlr_pipeops_nn_unsqueeze	Man page
mlr_pipeops_preproc_torch	Man page
mlr_pipeops_torch	Man page
mlr_pipeops_torch_callbacks	Man page
mlr_pipeops_torch_ingress	Man page
mlr_pipeops_torch_ingress_categ	Man page
mlr_pipeops_torch_ingress_ltnsr	Man page
mlr_pipeops_torch_ingress_num	Man page
mlr_pipeops_torch_loss	Man page
mlr_pipeops_torch_model	Man page
mlr_pipeops_torch_model_classif	Man page
mlr_pipeops_torch_model_regr	Man page
mlr_pipeops_torch_optimizer	Man page
mlr_pipeops_trafo_adjust_brightness	Man page
mlr_pipeops_trafo_adjust_gamma	Man page
mlr_pipeops_trafo_adjust_hue	Man page
mlr_pipeops_trafo_adjust_saturation	Man page
mlr_pipeops_trafo_grayscale	Man page
mlr_pipeops_trafo_nop	Man page
mlr_pipeops_trafo_normalize	Man page
mlr_pipeops_trafo_pad	Man page
mlr_pipeops_trafo_reshape	Man page
mlr_pipeops_trafo_resize	Man page
mlr_pipeops_trafo_rgb_to_grayscale	Man page
mlr_tasks_cifar	Man page
mlr_tasks_cifar10	Man page
mlr_tasks_cifar100	Man page
mlr_tasks_lazy_iris	Man page
mlr_tasks_melanoma	Man page
mlr_tasks_mnist	Man page
mlr_tasks_tiny_imagenet	Man page
model_descriptor_to_learner	Man page Source code
model_descriptor_to_module	Man page Source code
model_descriptor_union	Man page Source code
n_categ_features	Source code
n_ltnsr_features	Source code
n_num_features	Source code
new_lazy_tensor	Source code
nn	Man page Source code
nn_ft_cls	Man page
nn_ft_transformer_block	Man page
nn_geglu	Man page
nn_graph	Man page
nn_merge_cat	Man page
nn_merge_prod	Man page
nn_merge_sum	Man page
nn_reglu	Man page
nn_reshape	Man page
nn_squeeze	Man page
nn_tokenizer_categ	Man page
nn_tokenizer_num	Man page
nn_unsqueeze	Man page
normalize_to_list	Source code
order_named_args	Source code
output_dim_for	Man page Source code
output_dim_for.TaskClassif	Source code
output_dim_for.TaskRegr	Source code
paramset_torchlearner	Source code
pipeop_preproc_torch	Man page Source code
print.ModelDescriptor	Source code
print.Select	Source code
print.TorchIngressToken	Source code
print.lazy_tensor	Source code
rd_info_learner_torch	Source code
rd_info_task_torch	Source code
register_learner	Source code
register_mlr3	Source code
register_mlr3pipelines	Source code
register_po	Source code
register_preproc	Source code
register_task	Source code
reglu	Source code
rep.lazy_tensor	Source code
rep_len.lazy_tensor	Source code
replace_head	Man page Source code
replace_head.AlexNet	Source code
replace_head.VGG	Source code
replace_head.mobilenet_v2	Source code
replace_head.resnet	Source code
running_on_mac	Source code
sample_input_from_shapes	Source code
select_all	Man page Source code
select_grep	Man page Source code
select_invert	Man page Source code
select_name	Man page Source code
select_none	Man page Source code
select_repr	Source code
selector_ltnsr	Source code
shape_to_str	Source code
single_lazy_tensor	Source code
single_param_group	Source code
t_clbk	Man page Source code
t_clbk.NULL	Source code
t_clbk.character	Source code
t_clbks	Man page Source code
t_clbks.NULL	Source code
t_clbks.character	Source code
t_loss	Man page Source code
t_loss.NULL	Source code
t_loss.character	Source code
t_losses	Man page Source code
t_losses.NULL	Source code
t_losses.character	Source code
t_opt	Man page Source code
t_opt.NULL	Source code
t_opt.character	Source code
t_opts	Man page Source code
t_opts.NULL	Source code
t_opts.character	Source code
target_batchgetter_classif_binary	Source code
target_batchgetter_classif_multi	Source code
target_batchgetter_regr	Source code
task_dataset	Man page
test_equal	Source code
test_equal_col_info	Source code
test_shape	Source code
torch_callback	Man page Source code
torch_network_predict	Source code
torch_network_predict_valid	Source code
train_loop	Source code
transform_lazy_tensor	Source code
unchanged_shapes	Source code
unchanged_shapes_image	Source code
unchanged_shapes_rgb	Source code
unique_id	Source code
uniqueify	Source code
unmarshal_model.LearnerTorch	Source code
unmarshal_model.learner_torch_model_marshaled	Source code
with_torch_settings	Source code