DeepLearningExamples

Deep learning examples with Python.

Requirements

numpy==1.18.5
scipy==1.5.2
tensorflow==2.2.0
pandas==1.0.5
matplotlib==3.2.2
scikit_learn==0.23.2

You can run notebooks on Colab:

Dataset	Task	Neural Net Structure / Cell Type
Seoul Bike Sharing Demand Data Set	Regression	Dense
South German Credit Scoring	Classification	Dense
Weather Classification	Image Classification	Convolutional
CLINC150	Text Classification	Recurrent, Bidirectional Recurrent
Metro Interstate Traffic Volume	Time-series Forecasting	GRU
Breast Cancer Wisconsin (Original)	Anomaly Detection	Vanilla Autoencoder, Variational Autoencoder

Dataset	Notebook	Task	NN Structure
Labeled Optical Coherence Tomography (OCT) and Chest X-Ray Images for Classification	Jupyter - Repo	Image classification - Medical diagnosis	Convolutional Neural Network