Understanding the health of an ecosystem requires a multifaceted approach, as highlighted by the need for diverse metrics beyond just user satisfaction. Observing user behaviors, such as notebook creation and competition participation, provides valuable insights into community engagement. Future plans include enhancing support for underrepresented groups in machine learning and developing more comprehensive benchmarking methods to better serve both novice learners and advanced practitioners.
