GitHub - soutobias/deep-learning-examples: Deep learning examples

Deep learning examples

This repository represents a list of notebooks for analyzing data using deep learning:

CNN - Cifar -> use of CNN to analyse images
CNN - MNIST -> use of CNN to analyse images
Deep Learning - creditcard dataset -> use of DL to analyse creditcard fraud detection
Deep learning - houses kraggle -> use of DL to predict houses prices. Dataset comes from kraggle competition
NLP - embedding word2vec -> embedding examples using word2vec
NLP - sentiment analysis and transfer learning -> sentiment analisys using transfer learning
Neural Network example - simple NN example
RNN - air pollution - prediction of air pollution using RNN and LSTM

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.gitignore		.gitignore
CNN - Cifar.ipynb		CNN - Cifar.ipynb
CNN - MNIST.ipynb		CNN - MNIST.ipynb
Deep Learning - creditcard dataset.ipynb		Deep Learning - creditcard dataset.ipynb
Deep learning - houses kraggle.ipynb		Deep learning - houses kraggle.ipynb
NLP - embedding word2vec.ipynb		NLP - embedding word2vec.ipynb
NLP - sentiment analysis and transfer learning.ipynb		NLP - sentiment analysis and transfer learning.ipynb
Neural Network example.ipynb		Neural Network example.ipynb
README.md		README.md
RNN - air pollution.ipynb		RNN - air pollution.ipynb