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JP Jednorski's Projects

ppo_stock_trader icon ppo_stock_trader

A repository that contains a machine learning pipeline for stock trading, implement in the ray library for distributed RL utilization.

rl-trader icon rl-trader

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

tensortrade icon tensortrade

This repository hosts all my codings related to TensorTrade. It consists of the main program, the old versions of it and some extras to give more insights.

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