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This is the official repository for the workshop paper "Agent Performing Autonomous Stock Trading under Good and Bad Situations" by authors Yunfei Luo and Zhangqi Duan in AI4ABM at ICLR 2023.
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
Open Source, Distributed, RESTful Search Engine
Mirror of Apache PDFBox
Deep reinforcement learning approach for automated stock trading
Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
Massively Parallel Deep Reinforcement Learning. π₯
Data-Centric FinGPT. Open-source for open finance! Revolutionize π₯ We release the trained model on HuggingFace.
Democratizing Internet-scale financial data.
FinRL: Financial Reinforcement Learning. π₯
FinRLΒ-Meta: Dynamic datasets and market environments for FinRL.
For trading. Please star.
Tutorials. Please star.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Boost your UI with Hugeicons React Icons. 3,800+ free customizable stroke icons for sleek web development and design projects. An open-source react icon library tailored for React.
The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET
Mirror of Apache Lucene + Solr
Trading multiple stocks using custom gym environment and custom neural network with StableBaselines3.
An interactive book on deep learning. Much easy, so MXNet. Wow.
This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow
Online Portfolio Selection toolbox
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.