Yong Zhao's repositories
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
amazon-rds-user-guide
The open source version of the Amazon RDS docs. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request.
austrian-quant
Quantitative trading algorithms with Python and Quantopian.
Data-Analysis
Data Science Using Python
deepdow
Portfolio optimization with deep learning.
django
The Web framework for perfectionists with deadlines.
fastbook
Draft of the fastai book
flask-wtf
Simple integration of Flask and WTForms, including CSRF, file upload and Recaptcha integration.
headless-ib-gateway-installation-ubuntu-server
Interactive Brokers: Headless IB Gateway Installation using IBController on Ubuntu Server
ib_insync-guide-interactive-brokers
A guide to using the Interactive Brokers API with the Python ib_insync library
Machine-Learning-for-Algorithmic-Trading-Second-Edition
Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.
MarkowitzPortfolioOptimization
Computing a solution for the optimal mean-variance tradeoff (maximising Sharpe Ratio) of a portfolio according to MPT.
orderbook_modeling
Example of order book modeling.
phd
My PhD.
quanttrader
Backtest and live trading in Python
research_public
Quantitative research and educational materials
SGX-Full-OrderBook-Tick-Data-Trading-Strategy
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
TDA
A repository of code that interacts with the TDA-API