Joey Xia's Projects
This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep Reinforcement Learning (DRL). The work presented explores the use of Deep Reinforcement Learning in dynamically allocating assets in a portfolio in order to solve the Tactical Asset Allocation (TAA) problem.
Fetching time series data of cryptocurrencies and using ML and RL to do cryptocurrency trading.
Lightweight and scalable deep reinforcement learning using PyTorch. 🔥
FinRL: Financial Reinforcement Learning. 🔥
Blogs, tutorials, news. Please star.
FinRL-Meta: A Universe for Data-Driven Financial Reinforcement Learning. 🔥
《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀
Project Proposals for Spring 2023
Python for Portfolio Optimization: The Ascent! First working lessons to ascend the hilly terrain of Portfolio Optimization in seven strides (Lessons), beginning with the fundamentals (Lesson 1) and climbing slope after slope (Lessons 2-6), to reach the first peak of constrained portfolio optimization models (Lesson 7), amongst a range of peaks wa
A Python library that scrapes essential information from PDFs of LinkedIn profiles.
An educational resource to help anyone learn deep reinforcement learning.
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
Reproduce the experiment of Value Iteration Networks with TensorFlow 2