  We introduce giotto-tda, a Python library that integrates high-performance
topological data analysis with machine learning via a scikit-learn-compatible
API and state-of-the-art C++ implementations. The library's ability to handle
various types of data is rooted in a wide range of preprocessing techniques,
and its strong focus on data exploration and interpretability is aided by an
intuitive plotting API. Source code, binaries, examples, and documentation can
be found at https://github.com/giotto-ai/giotto-tda.
