Experiencing problem with textmodel_mlp

[yeokcmark]

Describe the bug

Its my first time reporting an issue. Please forgive me if I'm doing it iincorrectly.

Reproducible code

tmod_rec1_mlp <-
textmodel_mlp(x = dfmat_rec1_train,
y = dfmat_rec1_train$target,
epochs = 20,
metrics = "categorical_accuracy",
verbose = TRUE)

predicted_class_rec1_mlp <-
predict(tmod_rec1_mlp,
dfmat_rec1_matched,
force = TRUE)

I am having problems with the predict() portion. This is the error message I get, I think its a tensorflow issue. But I dont know how to correct my code. Pls help if you have time

Error in py_get_attr_impl(x, name, silent) :
AttributeError: 'Sequential' object has no attribute 'predict_classes'
Run reticulate::py_last_error() for details.
In addition: Warning message:
In predict_classes(object$seqfitted, x = data) :
predict_classes() is deprecated and and was removed from tensorflow in version 2.6.
Please update your code:

• If your model does multi-class classification:
  (e.g. if it uses a softmax last-layer activation).

  model %>% predict(x) %>% k_argmax()

• if your model does binary classification
  (e.g. if it uses a sigmoid last-layer activation).

  model %>% predict(x) %>% >(0.5) %>% k_cast("int32")