ml-profiler 0.2.4

Automated ML profiling and reporting tool

ML Profiler

ML Profiler is a lightweight Python library that automates machine learning profiling and reporting. It helps you understand your dataset, preprocess it, select models, evaluate performance, and generate explainability insights—all in one line.

🔧 Features

• 📊 Data summary and missing value analysis
• 🧼 Preprocessing suggestions (encoding, scaling)
• 🧠 Auto model selection (classification/regression)
• 📈 Model training and evaluation
• 🔍 SHAP-based explainability
• 📄 HTML report generation

🚀 Installation

pip install ml-profiler