gistfile1.txt

#import library for model making
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Conv2D, MaxPooling2D
from tensorflow.keras.layers import Activation, Dropout, Flatten, Dense
from tensorflow.keras import regularizers
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense
import warnings

#classifier model making
classifier = Sequential()
# add input layer and hidden layer
classifier.add(Dense(
    activation="relu", input_dim=21, units=12,
    kernel_initializer="normal",kernel_regularizer=regularizers.l2(0.001)
))
classifier.add(Dropout(0.2))

# Adding the output layer
classifier.add(Dense(activation="softmax", units=2))
classifier.save_weights("weights")
#printing parameters
classifier.summary()