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Machine-Learning-Based Cryptocurrency Price/Movement Prediction and Trading Signal Generation Model
PythonLSTMRandom ForestReactMachine LearningTensorFlowREST APIJavaScriptChart.jsWebSocket
Overview
An AI-powered cryptocurrency trading platform that generates real-time trading signals using machine learning algorithms.
An AI-powered cryptocurrency trading platform that generates real-time trading signals using machine learning algorithms. The application combines LSTM neural networks and Random Forest models to analyze BTC/USDT market data and provide trading recommendations. Features a modern React frontend with interactive candlestick charts, technical indicators, and live market data for top 20 cryptocurrencies with automatic updates every 3 minutes.
Features
- Machine learning trading signals using LSTM and Random Forest models
- Real-time market data for top 20 cryptocurrencies
- Interactive candlestick charts with technical indicators
- Live updates every 3 minutes
- BTC/USDT market analysis and predictions
- Modern React frontend with responsive design
- RESTful API for data communication