A collection of tools for data science and machine learning projects
Project description
dragon-ml-tools
A collection of Python utilities for data science and machine learning, structured as a modular package for easy reuse and installation.
Features
- Modular scripts for data exploration, logging, machine learning, and more.
- Designed for seamless integration as a Git submodule or installable Python package.
Installation
Python 3.9+ recommended.
Via PyPI
Install the latest stable release from PyPI:
pip install dragon-ml-tools
Via conda-forge
Install from the conda-forge channel:
conda install -c conda-forge dragon-ml-toolbox
Optional dependencies
pip install dragon-ml-tools[pytorch]
Via GitHub (Editable)
Clone the repository and install in editable mode with optional dependencies:
git clone https://github.com/DrAg0n-BoRn/ML_tools.git
cd ML_tools
pip install -e '.[pytorch]'
Usage
After installation, import modules like this:
from ml_tools.utilities import sanitize_filename
from ml_tools.logger import custom_logger
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