Notes and Jupyter notebooks exploring deep learning and Tensorflow framework.
This repository includes:
-
notes concerning ANNs, CNNs, RNNs, NLP, tansfer learning, GANs
-
project in tensorflow 2.0:
- tweet sentiment prediction
- CNNs for MNIST, FASHION MNIST,
- GANs for MNIST dataset and fake faces dataset
- stock prediction
- recommender system
- transfer learning
- diabetes dataset
- facial emotion prediction
- housing price
- australian rain prediction
- dogs vs cats dataset
The project is organized in:
- a folder named "Chapters", containing the notes. More about the theoretical part
- a folder named "notebooks", which are implementations of what displayed in the theoretical classes
- a folder named "exercises", containing my exercises
change test