Using Sgd Without Using Sklearn (logloss Increasing With Every Epoch)

def train(X_train,y_train,X_test,y_test,epochs,alpha,eta0): w,b = initialize_weights(X_train[0]) loss_test=[] N=len(X_train) for i in range(0,epochs): print

Solution 1:

1. The problem was of weight function

2. i was taking weight array as of dim(15,1)

3. but it should be (15)

4. So all the changes need to be done according with it in this code

5. Thank You