This MLOps project productionizes a Deep Reinforcement Learning agent with a scalable, distributed data streaming infrastructure using Kafka and Ray. A thorough walkthrough of the code is described in this article on medium: https://ryanraymartin.medium.com/deep-reinforcement-learning-for-stock-trading-with-kafka-and-rllib-d738b9634675
DISCLAIMER: This repository is only meant for research purposes & is never meant to be used in any form of trading. Past performance is no guarantee of future results. If you suffer losses from using this repository, you are the sole person responsible for the losses. The author will NOT be held responsible in any way.