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Python is a programming language commonly used for machine learning. Use this tag for any *on-topic* question that (a) involves `Python` either as a critical part of the question or expected answer, & (b) is not *just* about how to use `Python`.
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vote
Keras: CNN multiclass classifier
The first thing to do if your NN is not converging is to repeatedly reduce the learning rate. It's the most important hyperparameter.
Divide the LR parameter by 10, try again, rinse repeat. You might …