datacleanx 0.1.0

Fast data cleaning engine for ML projects

🧼 datacleanx

datacleanx is a fast, CLI-first data cleaning engine for tabular datasets. It's designed for machine learning practitioners and data engineers who want to automate cleaning workflows efficiently using a single command-line interface.

---

🚀 Why datacleanx?

• 🔁 Automates repetitive cleaning steps
• 📦 Works out-of-the-box with CSV files
• 📁 Outputs timestamped cleaned files and reports
• 🐳 Docker-ready for CI/CD and containerized workflows
• 🧪 Includes tests and reports for reproducibility

---

🔧 Features

• ✅ Imputation: mean, median, mode
• ✅ Encoding: label, onehot
• ✅ Outlier removal using IQR
• ✅ Feature scaling: standard, minmax, robust
• ✅ Auto-saves cleaned data to outputs/
• ✅ Saves reports as structured JSON
• ✅ CLI-first design, easily scriptable
• ✅ Docker and Poetry integration

---

📦 Installation

✅ Option 1: From PyPI

pip install datacleanx