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Persistent Homology
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Geometry of
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Ai
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Computational Geometry
Components of Ai
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Geometric
Modeling Software
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Geometric
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intellipaat.com
What are Machine Learning Models?
Learn what are machine learning models, the different types of models, and how to build and use them. Get images of machine learning models with applications.
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Aug 30, 2023
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We often hear that Machine Learning models learn patterns in data. But what does that actually look like in Geometry?If you dropped a little elastic mesh into a cloud of points and let it learn, how would it fold itself to match the shape of the data?In this scene we watch a Self-Organizing Map (SOM), a simple unsupervised neural model, learn the shape of a 3D datasets l, one static and the other dynamic. On top of this, we lay down a square grid of neurons whose weights live in the same plane.
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