I hear in many articles the word parameters and hyperparameters but I don't know what they mean by that. Are they variable or the weights of the nodes?
explain me in an intuitive way as an analogy please
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I think you will find the information you need in the linked thread. Please read it. If it isn't what you want / you still have a question afterwards, come back here & edit your question to state what you learned & what you still need to know. Then we can provide the information you need without just duplicating material elsewhere that already didn't help you. – gung - Reinstate Monica Aug 18 '19 at 01:26