Shakilkhan24 / Hydra-init-ML

Repository from Github https://github.comShakilkhan24/Hydra-init-MLRepository from Github https://github.comShakilkhan24/Hydra-init-ML

Learning Hydra for Machine Learning Projects

This repository represents my first experience with Hydra, a powerful configuration management tool, in the context of machine learning.

⚠️ Note: This is a learning-oriented project and not intended to be a fully developed or production-ready application.

Getting Started

  1. Install Dependencies
    Use the following command to install Hydra and OmegaConf:

    pip install hydra-core omegaconf  
  2. Run the Project
    Execute the main script with different environment configurations to explore Hydra's capabilities:

    python main.py --config-name <config_name>  

    Replace <config_name> with the desired environment configuration.

    For this you must need to explore the config directories which config. you would prefer.

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