ai-trader

# ai-trader
[中文版說明 (Chinese Subpage)](README_zh.md)

This repository demonstrates how to implement 20+ algorithmic trading strategies using Backtrader framework with a focus on AI. It includes examples for both the US and Taiwanese stock markets.

Some of the codes are still in development and not fully clean or functional at the moment, but I am actively working on updates and improvements.

For example, use a Triple RSI Rotation strategy to manage a stock portfolio.
![Demo GIF](data/demo_bt.gif)

## Strategy overview 
### Single stock trading 
- SMA (Niave SMA & Cross SMA)
- Bollinger Band
- Momentum 
- RSI
- Resistance Support Relative Strength (RSRS)
- ROC
- Double Top
- Risk Averse
- Turtle
- Volatility Contraction Pattern (VCP)

### Portfolio trading
- ROC rotation
- RSRS rotation
- Triple RSI rotation
- Multi Bollinger Bands rotation

### Machine learning based (dev)
- Logistic regression
- Feature engineering
- Gradient boosting
- DNN
- RNN
- LSTM
- Reinforcemnt learning
- (Mor