Visualkeras#
Examples related to the visualkeras submodule with
e.g. a DL (ANN, CNN, NLP) tf.keras.Model model instance.
Important
⚠️ Hugging Face Deprecated Transformers models are not supported in TensorFlow — use KerasNLP or KerasHub instead.
# 💡visualkeras Need aggdraw tensorflow or tensorflow-cpu
pip install scikitplot[core, cpu]
# (Recommended)
# !pip install aggdraw
# !pip install tensorflow
python -c "import tensorflow as tf, google.protobuf as pb; print('tf', tf.__version__); print('protobuf', pb.__version__)"
python -m pip check
# If Needed
# pip install -U "protobuf<6"
# pip install protobuf==5.29.4
import tensorflow as tf
Visualkeras: Spam Classification Conv1D Dense Example
Visualkeras: Spam Classification Conv1D Dense Example