dragon-ml-toolbox 1.4.4

A collection of tools for data science and machine learning projects

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 .

Usage

After installation, import modules like this:

from ml_tools.utilities import sanitize_filename
from ml_tools.logger import custom_logger

Available modules

data_exploration
datasetmaster
ensemble_learning
handle_excel
logger
MICE_imputation
particle_swarm_optimization
trainer
utilities
VIF_factor
vision_helpers