Forex Price Prediction and Decision Logic Model

Welcome to the Forex Price Prediction and Decision Logic Model repository. This project provides a robust framework for predicting price movements in the GBP/USD currency pair and offers guidance on whether to buy or sell based on the input data.

Overview

• Author: Shahzaib & Saad
• Contact: https://www.linkedin.com/in/shahzaib-ai-enthusiast/ https://www.linkedin.com/in/malikmsaad-ml-business/

Introduction

This model is designed to assist Forex traders in making informed decisions when trading the GBP/USD currency pair. It leverages machine learning techniques to predict future price movements and provides clear buy or sell signals based on the input data, which includes open, high, and low prices.

Features

• Price Prediction: The model employs sophisticated algorithms to predict future price changes in the GBP/USD currency pair.

• Decision Logic: It offers decision logic to guide traders on whether to buy or sell based on the prediction, incorporating risk management principles and market sentiment analysis.

• Easy Integration: The model is designed for easy integration into trading platforms and workflows, making it accessible to both novice and experienced traders.

• Customization: Users can customize the model and parameters to align with their trading preferences and strategies.

Getting Started

To use this Forex Price Prediction and Decision Logic Model, follow these steps:

1. Clone or download this repository to your local machine.
2. Install the required dependencies mentioned in the documentation.
3. Access historical data for GBP/USD (open, high, low prices) to use as input.
4. Implement the model to generate predictions and decision recommendations.
5. Backtest your trading strategy with historical data to assess performance.

Contribution

Contributions are welcome! If you'd like to improve the model, fix bugs, or add new features, please check the Forex Price Prediciton.py file.

Disclaimer

Trading Forex involves significant risks. The predictions and decisions provided by this model are for informational purposes only. Always conduct thorough research and consider your risk tolerance before making trading decisions.

License

This project is licensed under MIT - see the LICENSE file for details.

Support

If you encounter issues or have questions related to the model, feel free to contact us for support.

Thank you for using our Forex Price Prediction and Decision Logic Model. We hope this tool enhances your Forex trading experience. Happy trading!

Usage

# Sample code to use the model
from forex_prediction import ForexPredictor

# Load the model
model = ForexPredictor()

# Provide input data (open, high, low prices)
data = [...]
prediction, decision = model.predict(data)

# Output prediction and decision
print(f"Predicted Price Change: {prediction}")
print(f"Trading Decision: {decision}