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Getting started with TDA in Python
A practical introduction to Topological Data Analysis using Python — from point clouds to persistence diagrams.
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Fixed points and convergence in reinforcement learning
How the Banach fixed point theorem explains why RL algorithms converge — bridging topology and decision-making.
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Why topology matters for machine learning
An introduction to how topological ideas are reshaping modern machine learning — from persistent homology to geometric deep learning.