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📦 Packages ​

This monorepo contains reusable packages located under the packages/ directory. Each package is structured to be independently built, tested, and (when applicable) published to npm.

bbotd ​

A browser-first anomaly detection library designed to identify bot-like behavior on websites using real-time data and lightweight machine learning models.

✨ Features ​

  • Works directly in the browser
  • Detects suspicious user behavior using pre-trained ML models
  • Built with modern ES6 standards
  • Lightweight and dependency-friendly

🚀 Quick Start ​

Add the following to your HTML page:

html
<body>
<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@4/dist/tf.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/bbotd/dist/index.min.js"></script>
<!-- existing code -->
</body>

ML model ​