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| title: Stock Predictions | |
| emoji: 📈 | |
| colorFrom: red | |
| colorTo: purple | |
| sdk: gradio | |
| sdk_version: 5.44.0 | |
| app_file: app.py | |
| pinned: true | |
| license: mit | |
| short_description: Use Amazon Chronos To Predict Stock Prices | |
| tags: | |
| - mcp-server-track | |
| # Structured Product & Crypto Prediction App | |
| This Gradio-based app allows users to analyze stocks for structured financial products using advanced predictive models (Chronos T5), technical indicators, and visualize results. It also supports simple cryptocurrency predictions and provides affiliate links for automated trading bots. | |
| ## Features | |
| ### Stock & Structured Product Analysis | |
| - Historical stock data fetching (daily, hourly, 15-minute intervals) | |
| - Technical indicators: SMA, RSI, MACD, Bollinger Bands | |
| - Volatility, drawdown, liquidity, and risk metrics | |
| - Predictive analysis using **Chronos T5 pipeline** | |
| - Automatic fallback to technical strategy if prediction fails | |
| - Interactive Plotly visualizations | |
| - Trading signals generation | |
| ### Crypto Predictions | |
| - Pulls historical crypto data (BTC, ETH, etc.) from Yahoo Finance | |
| - Calculates SMA20 and SMA50 for trend signals | |
| - Provides buy/sell indicators | |
| ### Affiliate Links | |
| - Links to popular crypto bots for automated trading: | |
| - [Pionex](https://www.pionex.com/?affiliate_id=YOUR_ID) | |
| - [Cornix](https://cornix.io/?ref=YOUR_ID) | |
| - [Cryptohopper](https://www.cryptohopper.com/signup?ref=YOUR_ID) | |
| - [3Commas](https://3commas.io/?r=YOUR_ID) | |
| ## Installation | |
| Clone the repository and create a virtual environment: | |
| ```bash | |
| git clone <repository-url> | |
| cd crypto-prediction | |
| python -m venv .venv | |
| source .venv/bin/activate # Windows: .venv\Scripts\activate | |
| pip install -r requirements.txt | |
| ``` | |