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Task Metadata Management · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesTask Metadata Management

Systems for managing task-specific data and metadata in machine learning pipelines.

Distinguishing note: Focuses on the configuration and state management of ML tasks.

Explore 1 awesome GitHub repository matching artificial intelligence & ml · Task Metadata Management. Refine with filters or upvote what's useful.

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  • microsoft/qlib

    microsoft/qlib

    37,586View on GitHub↗

    This project is a comprehensive platform for quantitative investment research, machine learning, and algorithmic trading. It provides an end-to-end environment for developing, testing, and executing financial strategies, supporting the entire lifecycle from data ingestion and feature engineering to model training and backtesting. The system is distinguished by its configuration-driven workflow orchestration, which allows researchers to automate complex pipelines and manage experiments through declarative files. It features a high-performance data infrastructure that utilizes custom binary for

    Stores task-specific data and metadata to support flexible processing modes during training and testing.

    Pythonalgorithmic-tradingauto-quantdeep-learning
    37,586View on GitHub↗