Move hardcorded data to a constants module
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@@ -1,8 +1,10 @@
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from tensorflow.keras import Model, Sequential, layers
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from tensorflow.keras.regularizers import l2
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from constants import BASES
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def build_model(hyper_parameters, bases="ACGT") -> Model:
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def build_model(hyper_parameters) -> Model:
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"""
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Builds the CNN model
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"""
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@@ -39,6 +41,6 @@ def build_model(hyper_parameters, bases="ACGT") -> Model:
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),
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layers.Dropout(rate=0.3),
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# Output layer with softmax activation
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layers.Dense(units=len(bases), activation="softmax"),
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layers.Dense(units=len(BASES), activation="softmax"),
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]
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)
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