Problem with Quanteda Classifiers

[pmacclay]

I am having a problem when running a Convolutional Neural Network using Quanteda Classifiers. I try to replicate the analysis from the vignette, and I get the following result after running pred <- predict(tmod, newdata = newdata):

Error: AttributeError: 'Sequential' object has no attribute 'predict_classes'
In addition: Warning message:
In predict_classes(object$clefitted, x = data$matrix) :
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")

However, when I try to use model %>% predict(x) %>% k_argmax() or model %>% predict(x) %>% >(0.5) %>% k_cast("int32") I get the same result.

I know this is related to the version of TensorFlow, but I don't know how to fix it to get the code running.

[yeokcmark]

I have the same problem. Did you manage to find a way around it?