Deep-Learning

This repository contains:

Full implementation of artificial Neural network from the scratch in the following libraryes:

1- Numpy 2- TensorFlow 3- Theano

Full implementation of regularization techinque in both Theano and TensorFlow:

1- Batch Normalization 2- Dropout Regularization

Full implementation of Adaptive learning rate procedures like RMSprop and Adam

This repository also contains examples of using Keras.

Using util.py file

If you want to use the codes you should download the MNIST dataset and but it in a folder with the name of large_files

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
Keras_deep_learning		Keras_deep_learning
Tensorflow_deep_learning		Tensorflow_deep_learning
Theano_deep_learning		Theano_deep_learning
ann_numpy		ann_numpy
README.md		README.md