zhuohan Goto Github PK
Name: Zhuohan Wang
Type: User
Bio: Current CS PhD at KCL
Name: Zhuohan Wang
Type: User
Bio: Current CS PhD at KCL
Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.
Recurrent Neural Network for predicting Stock Returns
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
This repository hosts my reading notes for academic papers.
Master Thesis: Limit order placement with Reinforcement Learning
缠中说禅技术分析工具;缠论;股票;期货;Quant;量化交易
Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt
Statistical and Algorithmic Investing Strategies for Everyone
Reproduce AAAI22-FactorVAE
This implementation contains the application of GPlearn's symbolic transformer on a commodity futures sector of the financial market.
改进gplearn,主要使用在股票公式挖掘
A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
Hierarchical Attention in Reinforcement Learning for Stock Order Executions
:arrows_counterclockwise: Exploring Optimal Order Execution in Simulated Limit Order Books
PyTorch Agent Net: reinforcement learning toolkit for pytorch
A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming
Time series forecasting with PyTorch
A game theoretic approach to explain the output of any machine learning model.
A Library for Advanced Deep Time Series Models.
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
An intuitive library to extract features from time series.
Code implementation of the Quantigic 101 Formulaic Alphas
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.