{"repo":"uzumstanley/Web-Based-AI-Powered-Stock-and-Forex-Prediction-Platform","free":true,"listed":false,"github":"https://github.com/uzumstanley/Web-Based-AI-Powered-Stock-and-Forex-Prediction-Platform","clone":"git clone https://github.com/uzumstanley/Web-Based-AI-Powered-Stock-and-Forex-Prediction-Platform.git","description":"AI Platform for stock and forex insights and predictions","language":"Jupyter Notebook","stars":12,"topics":["ai","forex-market","inovation","stock-market"],"license":null,"category":"trading","readme_excerpt":"GBP/USD Forex Prediction Web App 📌 Project Overview This project is a GBP/USD exchange rate prediction web application built using Flask, Streamlit, TensorFlow, and scikit-learn . It fetches live forex rates , displays historical data , and predicts the next 3 days using an LSTM-based deep learning model . 🚀 Features ✅ Fetch real-time GBP/USD exchange rate via Open Exchange Rates API ✅ Visualize historical forex data with interactive charts ✅ Predict the next 3 days using a trained LSTM model ✅ Deploy as a Flask API and Streamlit UI 🛠️ Technologies Used - Python (Backend & Data Processing) - Flask (REST API for predictions) - Streamlit (Frontend Web UI) - TensorFlow/Keras (LSTM Model for time series forecasting) - scikit-learn (Preprocessing & Scaling) - pandas & NumPy (Data Handling) - matplotlib & seaborn (Data Visualization) - Open Exchange Rates API (Live forex data) 🔧 Installation & Setup 1️⃣ Clone the Repository 2️⃣ Install Dependencies 3️⃣ Download Forex Dataset Ensure you have a historical dataset ( forex data.csv ) in the project directory. 4️⃣ Run Flask API (Backend) 5️⃣ Run Streamlit UI (Frontend) 📊 API Endpoints Endpoint Method Description --------------- -------- ------------- /latest GET Returns the latest GBP/USD exchange rate /predict GET Returns 3-day GBP/USD predictions 🔮 Sample Predictions 🚀 Future Improvements - ✅ Improve model accuracy with hyperparameter tuning - ✅ Deploy on AWS/GCP/Heroku for public access - ✅ Integrate news sentiment analysis fo","default_branch":null,"files":null,"tree":[],"storefront":"/r/uzumstanley","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/uzumstanley/Web-Based-AI-Powered-Stock-and-Forex-Prediction-Platform/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}