Course Solutions Uncategorized (Solved) : Machine Learning Question Latin Square Set L 1 2 3 3×3 Array Row Column Contains Exactly O Q29139421 . . . .

(Solved) : Machine Learning Question Latin Square Set L 1 2 3 3×3 Array Row Column Contains Exactly O Q29139421 . . . .

 

MACHINE LEARNING QUESTION

A Latin square over the set L{1,2,3} is a 3×3 array such thateach row and column contains exactly one element from L. Train anartificial neural network (with only one hidden layer containingtwo units) which decides whether a given array is a Latin square ornot.

Notes:

1) Use excel to initialize the weights (in a normaldistribution) or just assign random initial values.

2) Use the sigmoid function for all activation units.

3) Use cross-entropy as discussed in class.

4) There should be at least couple of steps in gradient-descentand your solution should have the (initial and updated) weightsafter every step.

Training-data:

1 2 3

2 3 1

OR

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