neural-network

Neural networks: multi-layer perceptrons (MLPs).
Deep Neural Network (dnn) that uses linear regression, relu, softmax functions and mini-batch gradient descent w/ & w/o momentum.

Dependencies

• matplotlib 2.1.2
• numpy 1.14.0
• scikit-learn 0.19.1
• scipy 1.0.0

How to run

• For dnn gradient descent w/o momentum: run the script GradientDescent.sh
• For dnn gradient descent w/ momentum: run the script GradientDescentMomentum.sh