We design and develop new machine learning algorithms based on topology. Thanks to our advances in the field of topological data analysis, we bring unprecedented interpretability and robustness to AI.
Giotto TDA
Our high-performance toolkit for topological data analysis: A fully scikit-learn compatible API for persistent homology and the mapper algorithm.