What is CryptoView Pro?
CryptoView Pro is a sophisticated cryptocurrency forecasting system that leverages multiple machine learning models to provide accurate price predictions. Built by data scientist Julian E. Coronado Gil, it combines the power of Prophet, XGBoost, and custom hybrid ensemble models to deliver multi-horizon predictions from 1 hour to 7 days.Key Features
Three ML Models
Prophet, XGBoost, and Hybrid Ensemble models for accurate predictions
Technical Analysis
RSI, MACD, Bollinger Bands, and custom indicators
Multi-Horizon Predictions
Forecast from 1 hour to 7 days with confidence intervals
Historical Backtesting
Evaluate model performance on historical data
Real-Time Alerts
Telegram notifications for price movements and signals
Multiple Exchanges
Connect to Kraken, Binance, and other exchanges via CCXT
Get Started
Quickstart
Get up and running with CryptoView Pro in 5 minutes
Installation
Step-by-step installation guide for all dependencies
Model Selection
Learn which model to use for different prediction horizons
API Reference
Explore the complete API documentation
Architecture Overview
CryptoView Pro uses a modular architecture that separates data collection, model training, prediction, and visualization:- Data Layer: Real-time OHLCV data from exchanges via CCXT
- Model Layer: Multiple ML models with automatic selection
- Analysis Layer: Technical indicators and signal generation
- UI Layer: Interactive Streamlit dashboard with real-time updates
CryptoView Pro is designed for educational and research purposes. Cryptocurrency markets are highly volatile and predictions should not be used as the sole basis for investment decisions.