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1. MNIST-tutorials MNIST-tutorials Public

   A series of tutorials on building machine learning models using PyTorch to recognize handwritten digits from the MNIST dataset.

   Jupyter Notebook

2. Traffic-Signal-Control-Simulator Traffic-Signal-Control-Simulator Public

   This repository implements DQN and A2C for a traffic light intersection.

   Python 5

3. Cartpole Cartpole Public

   This repository implements Q-learning, SARSA, and Deep Q-Network (DQN) to the CartPole task from OpenAI Gym.

   Python 2

4. Transformer Transformer Public

   In this repository, a Transformer architecture is implemented, based on the paper "Attention Is All You Need". A corresponding blog on Medium covers an explanation and relates it to AI safety.

   Python 2

5. Pytorch-Fundamentals Pytorch-Fundamentals Public

   This repository shows my completion of the 24-hour course on Pytorch by Daniel Bourke.

   Jupyter Notebook 2

6. Lunar_Landing Lunar_Landing Public

   Here I will implement/am implementing qlearning, SARSA, DQN, A2C, and double-DQN.

   Python