mlr3torch_optimizers: Optimizers

In mlr3torch: Deep Learning with 'mlr3'

Optimizers

Description

Dictionary of torch optimizers. Use t_opt for conveniently retrieving optimizers. Can be converted to a data.table using as.data.table.

Usage

mlr3torch_optimizers

Format

An object of class DictionaryMlr3torchOptimizers (inherits from Dictionary, R6) of length 12.

Available Optimizers

adagrad, adam, adamw, rmsprop, sgd

See Also

Other Torch Descriptor: TorchCallback, TorchDescriptor, TorchLoss, TorchOptimizer, as_torch_callbacks(), as_torch_loss(), as_torch_optimizer(), mlr3torch_losses, t_clbk(), t_loss(), t_opt()

Other Dictionary: mlr3torch_callbacks, mlr3torch_losses, t_opt()

Examples

mlr3torch_optimizers$get("adam")
# is equivalent to
t_opt("adam")
# convert to a data.table
as.data.table(mlr3torch_optimizers)

mlr3torch documentation built on Aug. 26, 2025, 5:09 p.m.