https://github.com/johnbdfilio/ai_trading_dtodv2.1_backtest

AI Trading Bot | Data To Dollar V2.1 | DToD Bot | Main Features : 1. Short-term price prediction using the TimeMixer++ model 2. Pattern detection implemented with the YOLO model 3. Customizable technical indicators 4. Integration of popular indicators such as RSI and MACD
https://github.com/johnbdfilio/ai_trading_dtodv2.1_backtest

ai aitrading backtest crypto forex indicator python stock trading trading-algorithms trading-strategy tradingbot

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AI Trading Bot | Data To Dollar V2.1 | DToD Bot | Main Features : 1. Short-term price prediction using the TimeMixer++ model 2. Pattern detection implemented with the YOLO model 3. Customizable technical indicators 4. Integration of popular indicators such as RSI and MACD

• Host: GitHub
• URL: https://github.com/johnbdfilio/ai_trading_dtodv2.1_backtest
• Owner: johnbdfilio
• Created: 2025-05-28T07:47:40.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2025-07-01T20:57:43.000Z (3 months ago)
• Last Synced: 2025-08-06T23:41:06.331Z (2 months ago)
• Topics: ai, aitrading, backtest, crypto, forex, indicator, python, stock, trading, trading-algorithms, trading-strategy, tradingbot
• Homepage:
• Size: 46.1 MB
• Stars: 6
• Watchers: 0
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

          
# AI Trading Bot | Data To Dollar V2.1 | DToD

This repository contains an AI-powered trading bot designed for short-term price prediction and pattern detection in financial markets. The bot leverages advanced machine learning models and technical indicators to assist in making informed trading decisions.

### DTDv2.1_backtest_7days

![Demo GIF](./gif/DTDv2.1_backtest_7days.gif)

### DTDv2.1_backtest_30days

![Demo GIF](./gif/DTDv2.1_backtest_30days.gif)

### DTDv2.1_backtest_90days

![Demo GIF](./gif/DTDv2.1_backtest_90days.gif)

## Main Features

### Short-term price prediction using the TimeMixer++ model  

Enables accurate forecasting of market movements.

![TimeMixer++ 1](./images/timemixer1.png)  

![TimeMixer++ 2](./images/timemixer2.png)

![TimeMixer++ 3](./images/timemixer3.png)

---

### Pattern detection implemented with the YOLO (You Only Look Once) model  

Identifies key chart patterns and signals.\

The project uses two special YOLO models to find patterns in stock charts.\

-The other finds small candlestick shapes like Marubozu or Morning Star.\

![candlestick_yolo_12x_1](./images/yolo1.png)  

![candlestick_yolo_12x_2](./images/yolo2.png)

-One model finds big chart shapes like cup-and-handle or double bottom.\

![pattern_yolo_12x_1](./images/yolo3.png)

![pattern_yolo_12x_2](./images/yolo4.png)

---

### Customizable technical indicators  

Tailored to user preferences for enhanced analysis.

# 🔐

---

### Integration of popular indicators such as RSI and MACD  

Provides comprehensive market assessment.

![RSI and MACD](./images/rsi_macd.png)

The combination of deep learning models and traditional indicators provides a robust framework for algorithmic trading strategies.

# Contact Info

Email: airspeed.1e10@gmail.com \

Phone: +639857613476 \

Telegram: @airspeed_1e10