WillMindS

Efficiently set up your experimental environment with features such as logging, parameter management, code backup, and algorithms.

WillMindS is portable and designed primarily for personal use, serving as a helpful reference.

How to use

Follow these steps to integrate WillMindS into your project:

1. Copy the WillMindS directory: Move the WillMindS directory into your src/ path.

2. Install dependencies: Run the following command to install the required packages:

pip install -r src/WillMindS/requirements.txt

3. Create configuration directory: Make a new directory named config/, and create a file basic.yaml based on the provided template(in config_template).

4. Update your src/main.py: Add the following code to your main Python file:

from WillMindS import config, logger
from WillMindS.utils import backup_files

def main():
    # get config
    exp_name = config.experiment
    # logging
    logger.info("test the log")
    pass

if __name__ == "__main__":
		import os
		backup_files("src/",  # backup your code
               ["src/WillMindS"], # exclude this dir
                 os.path.join(config.output_dir,"source_code_backup")) # backup path
		main()

python src/main.py --config_file config/basic.yaml