Machine Learning/ Deep Learning repo:

this is no longer the main repo for DL work

this is a compilation in process, and has not been updated with my latest work. as a dev, i like to create work that is easily configured by a third-party for UX/UI, this is why only single py files exist here.

work implemented in TensorFlow and Python 2.7

• 1. Deep Convolutional Network: CNN.py

• 12 layers architecture for image classification: used CIFAR-10 dataset.

• 2. Recurrent Neural Network - LTSM: RNN.py

• Using LSTM cell for generating sentences based on input from previous entries.

• 3. Reinforcement Learning - DRQN.py

• Using Deep Recurrent Q-Learning Network for an agent to play a game of GridWorld using its memory.

TF and Python 3:

1. Keras Template for quickly deploying NNs in style ;)