Machine-Learning-Homeworks

For homework 2, I got the result above:

Epoch: 1 / 5

Epoch: 2 / 5

Epoch: 3 / 5

Epoch: 4 / 5

Epoch: 5 / 5

Accuracy: 0.9724

For homework 1 quest 1, I got the result above:

test_acc: 0.9775000214576721

For homework 1 quest 2, the parameter adjusting part, the final results are above:

Test accuracy: 0.9850999712944031

Loss: 0.0967635473776641

Number of layers: 2.0

Number of neurons: 50.0

Dropout parameter: 0.0

L1/L2 regularization type: keras.regularizers.l1(0.01)

Epochs: 20.0