README.md

metadata

title: Stock AI Dashboard
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: mit
short_description: AI-powered stock prediction with interactive dashboard

Stock AI Dashboard

AI-powered stock prediction platform with deep learning models, sentiment analysis, and interactive visualizations

Features

• Interactive Charts: Real-time stock price charts with technical indicators
• AI Predictions: Machine learning-based price predictions and analysis
• Portfolio Tracking: Visual portfolio allocation and performance metrics
• Real-time Data: Live market data from Yahoo Finance API
• Technical Analysis: RSI, Moving Averages, and other indicators

Tech Stack

• Frontend: Gradio, Plotly
• Data: Yahoo Finance API, pandas, numpy
• ML: scikit-learn, technical indicators
• Visualization: Interactive charts and dashboards

Usage

1. Select a stock symbol from the dropdown
2. Choose your preferred time period
3. View real-time price charts with AI predictions
4. Analyze technical indicators and portfolio allocation

Disclaimer

Educational Use Only!!!: This is a demo application for learning purposes. Not financial advice. Past performance does not guarantee future results.

GitHub Repository

For the full source code and advanced ML models, visit: https://github.com/your-username/stock-ai

License

MIT License - See LICENSE file for details