xibelly/DeepLearning

In this repo you can find implementations of advanced deep learning using Keras and Tensorflow like NLP using GloVe model, Autonomous driving application using YOLO, Trigger word detection model using LSTM, Neural machine translation and others deployed in the Deep Learning Specialization of deeplearnin.ai in Coursera

DeepLearning

In this repo you can find python scripts in which NN are created taking account the fordward and backward propagation with regularization (early stopping, dropout an momentum)

Also CNN are created considering padding, stride, max and mean pooling with fordward and backward propagation, Sequence models using LSTM, word embeddings, and Atention in order to create machine translations and trigger word detection