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Persistence Landscapes as ML Features: A Complete Pipeline
A step-by-step guide to computing persistence landscapes and using them as features in machine learning pipelines.
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Building AI Research Labs in Africa: Lessons from AIRINA Labs
Reflections on founding and growing an AI research lab on the continent — what works, what's hard, and why it matters.
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LLMs Meet Topology: Can TDA Improve Language Model Interpretability?
Exploring how topological data analysis can shed light on the inner workings of large language models — from attention geometry to representation topology.
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Announcing: The Shape of Data
Our book on geometry-based machine learning is now available from No Starch Press.
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The African AI Landscape: Opportunities and Challenges
Reflections on building AI research capacity across Africa — from AIMS to Data Science Africa and beyond.