Open Source

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.

Our high-performance toolkit for topological data analysis: A fully scikit-learn compatible API for persistent homology and the mapper algorithm.

Scalability-oriented topological deep-learning library for seamless integration of Pytorch with state-of-the-art topological algorithms.

The easiest way to install Giotto is using pip

				
					pip install giotto-tda

				
					pip install giotto-deep

Giotto TDA Documentation

Giotto Deep Documentation

If you’re having trouble installing our libraries, do not hesitate to contact [email protected]