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Let's take the simple ndarray activation function as an example to see what the ideal state would look like:

(s/def ::ndarray ...#(instance? NDArray %))
(s/def ::act-type #{"relu" "sigmoid" ...})
(s/fdef ::activation ...)

(defn activation

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  [{:keys [data weight bias num-hidden no-bias flatten name attr]
 :or {attr {}} :as opts}] ...)

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