Satow, Dylan
Manify: A Python Library for Learning Non-Euclidean Representations
Chlenski, Philippe, Du, Kaizhu, Satow, Dylan, Pe'er, Itsik
Leveraging manifold learning techniques, Manify provides tools for learning embeddings in (products of) non-Euclidean spaces, performing classification and regression with data that lives in such spaces, and estimating the curvature of a manifold. Manify aims to advance research and applications in machine learning by offering a comprehensive suite of tools for manifold-based data analysis.