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Automated Experimentation Tools · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesAutomated Experimentation Tools

Systems that generate and run multiple variations of research tasks to optimize model performance.

Distinguishing note: Focuses on parameter sweeping and automated task generation for machine learning research.

Explore 1 awesome GitHub repository matching artificial intelligence & ml · Automated Experimentation Tools. 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

    Generates multiple research tasks from templates by varying parameters to facilitate automated model testing.

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