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Name: Boyang Zhou
Type: User
Name: Boyang Zhou
Type: User
ABIDES: Agent-Based Interactive Discrete Event Simulation
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
๐This repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com
Supplemental Material for Algorithmic Trading and Quantitative Strategies
Implementation of algorithmic trading using reinforcement learning.
Deep Learning - Neural network (RNN, LSTM & GRU)
Performance analysis of predictive (alpha) stock factors
Recurrent Neural Network for predicting Stock Returns
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
A pyTorch Extension for Applied Mathematics
Fast and Accurate ML in 3 Lines of Code
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
A Python implementation of global optimization with gaussian processes.
Fast NumPy array functions written in C
Bypass Paywalls web browser extension for Chrome and Firefox.
CVXOPT -- Python Software for Convex Optimization
Data Science Projects Repository
Distributed Evolutionary Algorithms in Python
Limit Order Book data analysis and modeling using LSTM network
This jupyter notebook is used to demonstrate our recent work, "DeepLOB: Deep Convolutional Neural Networks for Limit Order Books", published in IEEE Transactions on Singal Processing. We use FI-2010 dataset and present how model architecture is constructed here. The FI-2010 is publicly avilable and interested readers can check out their paper.
This repo contains some codes and outputs of my implementation of DeepLOB model.
Deep learning for limit order book trading and mid-price movement
Deep Learning Statistical Arbitrage
My personal website using Jekyll
Deep Q-Learning for Market Making
This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limit Order Book Model"
Non official project based on original /r/Deepfakes thread. Many thanks to him!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ 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. ๐๐๐
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 โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.