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Author: Deadcoder001

README.md

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-# ons_trading
+
+# ONS trading
+
+**ONS Trading** is a web-based portfolio management tool designed for investors and traders who want to optimize their investments using AI-powered allocation and real-time market data.  
+It allows users to:
+
+- Add and manage assets from global stock markets and cryptocurrencies (using Yahoo Finance symbols).
+- View live prices and historical performance.
+- Automatically calculate and recommend optimal portfolio allocations using the Online Newton Step (ONS) algorithm.
+- Effortlessly update prices and manage capital allocation.
+
+**Who is it for?**  
+This project is for individual investors, finance enthusiasts, and anyone interested in smarter, data-driven portfolio management with a simple, user-friendly interface.
+
+---
+
+## Badges
+
+[![MIT License](https://img.shields.io/badge/License-MIT-green.svg)](https://github.com/Deadcoder001/ons_trading/blob/main/LICENSE.txt)
+[![GitHub release downloads](https://img.shields.io/github/downloads/Deadcoder001/ons_trading/latest/total.svg)](https://github.com/Deadcoder001/ons_trading/releases/latest)
+
+## Deployment
+
+You can deploy your Django ONS Trading app on any Linux server, cloud platform, or PaaS that supports Python. Here’s a basic guide for common deployment options:
+
+
+```bash
+pip install -r requirements.txt
+python manage.py migrate
+python manage.py runserver
+```
+
+
+# Roadmap
+
+## 1. Core Features (Completed)
+- [x] Add, view, and delete assets with name and symbol.
+- [x] Fetch live prices using yfinance for stocks and crypto.
+- [x] Display portfolio with real-time prices.
+- [x] Run ONS (Online Newton Step) algorithm for optimal allocation.
+- [x] Show recommended allocations and capital distribution.
+- [x] Responsive, modern UI with Bootstrap.
+
+## 2. Usability Improvements
+- [x] Symbol lookup helper or autocomplete (link to Yahoo Finance or suggest format).
+- [x] Asset edit functionality (change name/symbol).
+- [x] Asset detail/history view (show price chart for each asset).
+- [x]Improved error messages for invalid symbols or price fetch failures.
+
+## 3. Advanced Features
+- [x] Support for multiple exchanges (NSE, BSE, NASDAQ, etc.) with dropdown.
+- [x] Import/export portfolio as CSV.
+- [x] User authentication and personal portfolios.
+- [x] Notifications for price changes or rebalancing suggestions.
+
+## 4. Analytics & Visualization
+- [x] Portfolio performance chart over time.
+- [x] Asset allocation pie chart.
+- [x] Risk/return analytics and historical backtesting.
+
+## 5. Integrations & Automation
+- [x] Scheduled price updates (via Celery or cron).
+- [x] Integration with broker APIs for real trades (optional/advanced).
+- [x] Mobile-friendly PWA or native app.
+
+## 6. Documentation & Community
+- [x] Complete user guide and FAQ.
+- [x] Contribution guidelines for open source.
+- [x] Demo video and deployment instructions.
+
+---
+
+**Suggestions and contributions are welcome!**
+# Tech Stack
+
+- **Backend:** Django (Python)
+- **Frontend:** HTML5, CSS3, Bootstrap 5, JavaScript
+- **Database:** SQLite (default, can be switched to PostgreSQL/MySQL)
+- **Live Price Data:** [yfinance](https://pypi.org/project/yfinance/) (Yahoo Finance Python API)
+- **Numerical Computation:** NumPy
+- **Deployment:** Linux server (compatible with Heroku, Render, DigitalOcean, etc.)
+- **Version Control:** Git & GitHub
+## Screenshots
+
+![App Screenshot](https://github.com/Deadcoder001/ons_trading/blob/main/Screenshot%202025-05-25%20at%209.58.56%E2%80%AFPM.png?raw=true)
+
+
+## Authors
+
+- [@Deadcoder001](https://www.github.com/Deadcoder001)