How can I debug my Keras model effectively?
An example of an AI chatbot conversation about debugging Keras models.
How can I debug my Keras model effectively?
Debugging a Keras model can involve several steps. What specific issues are you facing?
My model is not converging during training.
That could be due to various reasons. Have you checked your learning rate and data preprocessing?
Yes, I tried different learning rates, but it still doesn't work.
You might want to look into your model architecture. Are you using appropriate layers and activation functions?
I think my architecture is fine, but I might have a data imbalance issue.
Data imbalance can definitely affect training. Have you considered using techniques like oversampling or class weights?
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