This repository is an organized awesome list aggregating academic papers, open-source repositories, courses, and further reading on applying deep neural networks, reinforcement learning, and machine learning to financial trading. It covers topics including CNNs, LSTMs, GANs, high-frequency trading, portfolio optimization, and cryptocurrency markets, serving as a reference bibliography for the AI-in-trading domain.