genieclust: Fast and robust hierarchical clustering

Abstract genieclust is an open source Python and R package that implements the hierarchical clustering algorithm called Genie. This method frequently outperforms other state-of-the-art approaches in terms of quality speed, supports various distances over dense, sparse, string data domains, can be robustified even further with built-in noise point detector. As domain-independent software, it used for solving problems arising all data-driven research development activities, including environmental, health, biological, physical, decision, social sciences as well technology engineering. The version provides a scikit-learn -compliant API, whereas variant compatible classic hclust() . Numerous tutorials, use cases, non-trivial examples, documentation, installation instructions, benchmark results timings found at https://genieclust.gagolewski.com/