nocotan/awesome-information-geometry
About A collection of AWESOME things about information geometry Topics
This is a curated collection of resources focused on information geometry, including influential papers, foundational books, and relevant code libraries. It helps researchers and advanced practitioners explore how concepts from differential geometry and statistics can be applied to fields like neural networks, clustering, and optimization. Users can efficiently find materials related to specific applications or theoretical aspects of information geometry.
181 stars. No commits in the last 6 months.
Use this if you are a researcher or advanced student interested in the theoretical underpinnings and practical applications of information geometry in fields like machine learning, statistical inference, or mathematical optimization.
Not ideal if you are looking for a beginner-friendly introduction to statistics or geometry, or readily executable code examples for common data science tasks.
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Jul 04, 2024
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