Skip to content

Welcome to DS-Tools

A comprehensive Python library with helper functions to accelerate and simplify various stages of the data science research cycle.

This toolkit is built on top of popular libraries like Pandas, Polars, Scikit-learn, and Matplotlib, providing a higher-level API for common tasks in Exploratory Data Analysis (EDA), feature preprocessing, model evaluation, and synthetic data generation.

Key Features

  • Advanced Data Analysis: Get quick and detailed statistics.
  • Powerful Visualizations: Generate insightful correlation and confusion matrices.
  • Comprehensive Model Evaluation: Calculate a wide range of classification metrics.
  • Synthetic Data Generation: Create datasets with specific statistical properties.

Check out the API Reference for detailed information on all available functions.