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Modular Data Pipelines · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesModular Data Pipelines

Architectural patterns for separating data ingestion, processing, and execution stages.

Distinguishing note: Focuses on modularity for financial data workflows rather than general ETL pipelines.

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  • virattt/ai-hedge-fund

    virattt/ai-hedge-fund

    45,809View on GitHub↗

    This project is an algorithmic trading platform designed to automate financial market analysis and the execution of investment strategies. It provides an end-to-end environment for processing real-time market data through automated decision models, allowing for the triggering of financial transactions based on predefined quantitative signals and risk parameters without manual intervention. The platform distinguishes itself through a modular pipeline architecture that decouples data ingestion, signal generation, and trade execution, facilitating the iterative refinement of investment models. I

    Separates data ingestion, signal generation, and trade execution into distinct components for iterative refinement.

    Python
    45,809View on GitHub↗