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bibofeng's Projects

backtrader icon backtrader

Python Backtesting library for trading strategies

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cleanrl icon cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

cnn-ta icon cnn-ta

Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach: A novel algorithmic trading model CNN-TA using a 2-D convolutional neural network based on image processing properties.

deeprl-1 icon deeprl-1

Highly modularized implementation of popular deep RL algorithms by PyTorch

docs icon docs

this is a document site

dqn-ddpg_stock_trading icon dqn-ddpg_stock_trading

Using DQN/DDPG for stock trading. Xiong, Z., Liu, X.Y., Zhong, S., Yang, H. and Walid, A., 2018. Practical deep reinforcement learning approach for stock trading, NeurIPS 2018 AI in Finance Workshop.

elegantrl icon elegantrl

Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch. 🔥

elitequant icon elitequant

A list of online resources for quantitative modeling, trading, portfolio management

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fin-ml icon fin-ml

This github repository contains the code to the case studies in the O'Reilly book Machine Learning and Data Science Blueprints for Finance

finrl-library icon finrl-library

A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. Please star. 🔥

labml icon labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

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