Develop Technical and Fundamental Indicators for Trading Agents

[seekersoftec]

Task:

1. Technical Indicators: Implement technical indicators valuable for trading agents, considering factors like:
   • Support/Resistance
   • Smart Money Concepts
   • Inner Circle Trader (ICT) Concepts
   • Other relevant technical analysis concepts and tools
     The user gets to choose there prefer concept or tool for analysis, they can even combine multiple concepts
2. Fundamental Indicators (Optional): Explore the feasibility of incorporating fundamental indicators into the platform, considering:
   • Data availability
   • Integration challenges
   • Potential benefits for trading strategies
3. Nautilus Trader Inheritance: Design the indicators to inherit from existing Nautilus Trader indicator classes where applicable for:
   • Compatibility
   • Leveraging existing functionalities
4. Custom Implementations: For indicators not readily available in Nautilus Trader, develop custom implementations that integrate seamlessly with the platform's:
   • Data structures
   • Requirements
5. Indicator Interface: Define a clear interface for agents to access and utilize both technical and fundamental indicators, promoting:
   • Modularity
   • Ease of integration

Resources:

• https://nautilustrader.io/docs/latest/api_reference/indicators
• pandas-ta pull request (Support for Renko Bars): support and resistance indicator supres.py twopirllc/pandas-ta#683
• sup-res library: https://github.com/arabacibahadir/sup-res
• Support-Resistance finder script: https://github.com/albertsl/support-resistance_trading-bot
• Smart Money Concepts library: https://github.com/joshyattridge/smart-money-concepts
• https://www.luxalgo.com/library/indicator/Smart-Money-Concepts
• pandas-ta library: https://github.com/twopirllc/pandas-ta
• Pandas Market Predictor library: https://github.com/Code-IA-Insights/Pandas_Market_Predictor

Additional Considerations:

• Testing: Implement unit tests to ensure the correctness and reliability of the indicator implementations.
• Documentation: Provide clear documentation for each indicator, explaining its purpose, calculation method, and usage examples.
• Customization: Consider allowing for customization of indicator parameters by the agents for flexibility in strategy development.
• Performance Optimization: Optimize indicator calculations for better performance, especially when dealing with large datasets.
• Data Availability (Fundamental Indicators): Investigate available data sources and potential integration challenges with the platform for fundamental indicators.

By creating technical and fundamental indicators that inherit from Nautilus Trader's capabilities, we can empower trading agents with a comprehensive set of analytical tools for making informed decisions. This will further enhance the platform's capabilities and provide users with greater flexibility when developing sophisticated trading strategies.