https://github.com/kacf/forex-trading-ai
Real‑time AI‑powered Forex trading alerts with High backtested accuracy, blending machine‑learning models and advanced technical analysis for 1 Minute buy/sell
https://github.com/kacf/forex-trading-ai
algorithmic-trading api data-science deep-learning docker fastapi forex machine-learning python pytorch quantitative-finance real-time technical-analysis tensorflow trading-signals
Last synced: 8 months ago
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Real‑time AI‑powered Forex trading alerts with High backtested accuracy, blending machine‑learning models and advanced technical analysis for 1 Minute buy/sell
- Host: GitHub
- URL: https://github.com/kacf/forex-trading-ai
- Owner: kacf
- Created: 2025-06-21T15:58:12.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-06-21T16:09:01.000Z (about 1 year ago)
- Last Synced: 2025-06-21T17:23:12.889Z (about 1 year ago)
- Topics: algorithmic-trading, api, data-science, deep-learning, docker, fastapi, forex, machine-learning, python, pytorch, quantitative-finance, real-time, technical-analysis, tensorflow, trading-signals
- Homepage: https://forextrading-ai.vercel.app
- Size: 2.93 KB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Forex Trading AI
Real-time AI-powered forex trading signals with **High Accuracy** using advanced technical analysis.
> ⚠️ **Disclaimer:** Trading involves risk. Use these signals at your own discretion and never trade more than you can afford to lose.
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## 🚀 Live Demo
🔗 *[Forex-Trading-AI](https://forextrading-ai.vercel.app/)*
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## 🔍 Overview
- **Signal Type:** 1 Min Buy/Sell alerts for major currency pairs
- **Frequency:** Signals generated **in real time**
- **Analysis:** Combines machine learning with RSI, MACD, Bollinger Bands, and trend analysis
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## 🛠️ Built With
- **Python** (data processing & model inference)
- **TensorFlow / PyTorch** (neural networks)
- **Pandas**, **NumPy**, **TA-Lib** (technical indicators)
- **FastAPI** (real-time signal API)
- **React** / **Next.js** (optional frontend dashboard)
- **Docker** (containerized deployment)
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## 📈 Key Features
- 🎯 **High Accuracy:** High success rate on backtested data
- ⏱️ **Real-Time Signals:** WebSocket & REST endpoints
- 📊 **Advanced Indicators:** RSI, MACD, Bollinger Bands, moving averages
- 🔄 **Auto-Optimization:** Periodic model retraining on new market data
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