"Nifty-options-trading-AI" is a web application with artificial intelligence and options trading on the Nifty index. The project aims to automate options trading strategies by providing users with a data-driven approach to maximize their trading potential.
Using the power of AI and machine learning, the application analyzes historical market data, identifies patterns, and generates actionable insights for options trading in the Nifty index. It leverages advanced algorithms to identify optimal entry and exit points, manage risk, and optimize trading strategies.
*Web application using linear regression ML model (options trading) on the Nifty index with an 85% win rate. (Back-tested data from 2007-2023). *Nifty index makes less than 1% of movement 85 times/day. ATM+1% call sell & ATM+1% put sell give Overall theta is positive and execution of the algorithm will be done using an AI model.
Generated results in 20 days with initial capital of Rs.19000
1. Intelligent Trade Recommendations: The AI-powered system provides real-time trade recommendations for buying and selling Nifty options based on extensive market analysis and historical data patterns.
2. Risk Management: The application incorporates risk management techniques to help users mitigate potential losses, including stop-loss orders and position sizing strategies.
3. Performance Monitoring: Users can track the performance of their trades and assess the effectiveness of different strategies through interactive visualizations and performance metrics.
4. Customization and Alerts: The platform allows users to customize their trading preferences, set personalized alerts for specific market conditions, and receive notifications for potential trade opportunities.
With a user-friendly interface, "Nifty-options-trading-AI" aims to empower both novice and experienced traders to make informed decisions and enhance their options trading experience. The application strives to provide a seamless and efficient trading environment, integrating with popular brokerage APIs for the seamless execution of trades
Project is building ♥ stay tune till then :)
To run the code on your computer, you will need to have Python installed. You can download Python from the official Python website.
Once you have Python installed, you can open a terminal window and navigate to the directory where the code file is located.
To run the code, you can type the following command in the terminal window:
python stock_analysis.py
This will run the code and print the results to the terminal window.
You can also run the code in a Python IDE, such as PyCharm or Visual Studio Code. To do this, open the code file in the IDE and press the Run button. The IDE will run the code and display the results in the IDE's console.