Hot Money Trading Models is a Python research repository for studying short-term A-share market behavior, especially sector rotation, limit-up effects, strong-stock pullbacks, first-board continuation ...

Trading as a lifetime career option was generally considered taboo in India a few years back. However, times have changed and trading has been one of the most rewarding choices of all time. There are ...

Trade Ideas is widely regarded as the gold standard among AI tools for trading in the equities market. Its flagship engine, Holly AI, runs thousands of simulated trades overnight to generate a ranked ...

In June 2026, I finally launched my self-developed machine learning (ML) stock trading system for "paper trading" (simulated trading). It had been several months since I started writing the code.

AI is quickly becoming part of the trader’s toolkit. Not because it can magically predict every market move, but because it can help traders work faster, screen more markets, test ideas, organise risk ...

Repeating backtests and live operations, keeping only what works and immediately discarding what does not—that is the fundamental stance of this project. The biggest change this week was the decision ...

Financial Signal Extractor XGBoost-based daily signal scanner for US equities (NVDA, TSLA) and Hong Kong (0700.HK), with 3-day horizon direction models, quantile range forecasts, and simulated ...