xihe-820/ml-trading-japan
Production-Ready ML Trading Framework for Japanese Markets | 72.56% ROI on TOPIX
This framework helps quantitative traders and financial analysts automate their trading strategies for Japanese market indices like TOPIX and Nikkei225. It takes historical price and volume data as input and produces buy, sell, or hold signals based on machine learning, along with backtested performance metrics. The end-user is a quantitative trader or financial analyst focused on Japanese equities.
Use this if you are a quantitative trader or analyst who wants to build, test, and optimize high-frequency machine learning-driven trading strategies for Japanese stock market indices.
Not ideal if you are looking for a ready-to-deploy live trading system, as this is a research framework requiring further development for production use, or if you trade markets other than Japanese indices.
Stars
89
Forks
13
Language
Python
License
MIT
Category
Last pushed
Oct 19, 2025
Commits (30d)
0
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