MLdoesML/awesome-list-information-geometry
This is an awesome list for information geometry. This is my curation of resources on this topic as such there are bound to be things I missed, please contribute if you think I missed anything.
This list provides a curated collection of resources, including surveys, textbooks, papers, and videos, for anyone looking to understand or apply Information Geometry. It takes complex mathematical concepts and makes them accessible, serving as a starting point or a comprehensive reference for researchers and practitioners in statistical modeling and machine learning.
Use this if you are a researcher or practitioner exploring the field of Information Geometry and need a guided compilation of fundamental and advanced materials.
Not ideal if you are looking for a software library or a direct coding implementation of information geometry concepts.
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Mar 20, 2026
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