Created
March 27, 2021 10:39
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model = models.Sequential([ | |
layers.Dense(1024, activation = 'relu', input_shape = Xtrain[0].shape), | |
layers.Dense(512, activation = 'relu'), | |
layers.Dense(256, activation = 'relu'), | |
layers.Dense(64, activation = 'relu'), | |
layers.Dense(16, activation = 'relu'), | |
layers.Dense(1) | |
]) | |
cb = callbacks.EarlyStopping(patience = 20, restore_best_weights = True) | |
model.compile(optimizer = optimizers.Adam(0.00001), loss = losses.MeanSquaredError(), metrics = ['mae']) | |
history = model.fit(Xtrain, ytrain, validation_data = (Xval, yval), epochs = 256, callbacks = cb) |
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