deeplearning

Deep learning examples and cheat sheets.

Using Keras and Jupyter notebooks.

deeplearning repository on GitHub

Setup

conda create --name gym
conda activate gym
pip install -r requirements

Run

Run notebooks using Jupyter:

notebook jupyter

Notebooks

classification-iris

Classification using a Fully Connected (FC) Neural Network. Iris dataset, dataset for classify iris plants.

regression-boston

Regression to predict Boston Housing price. Boston Housing Dataset.

reinforcement-gymcartpole

Reinforcement Learning to solve open.ai gym game of the CartPole-v1.

convolution-cifar100

Convolucional Neural Network (CNN, ConvNet) to classify images. Dataset CIFAR100 that contains 10 or 100 classes.

TODO

convolution-mnist

lstm-reuters