/DNN

Deep Neural Network using Python and Tensorflow

Primary LanguagePython

DNN

  1. Deep Neural Network using Python and Numpy

    • classification, logistic regression
    • sigmoid, softmax, tanh, relu activation function
    • forward and backward propagation, cost function 
    • gradient descent optimization algorithm
    • regularization, including L2 regularization and dropout
    • optimization, including mini-batch and adam mode
    • gradient checking
    • one-hot encoding

  2. Deeep Neural Network using Tensorflow