Liam KristoffyUnderstanding Attention Heads through Linear Algebra: Critical Questions in AI SafetyHow do large language models (LLMs) like ChatGPT reason about your holiday plans or help solve complex problems? While their capabilities…1d ago
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Aadil MallickLearn to Build a Neural Network From Scratch — Yes, Really.In this massive one hour tutorial, we’re going to build a neural network from scratch and understand all the math along the way.Sep 181Sep 181
George MarklowIntroduction to Linear Algebra with PythonDiscovering basic matrix varieties and operations with NumPy5d ago5d ago
Joseph MellorThe Cayley-Hamilton Theorem, Pt. 1Every square matrix satisfies its characteristic equation.Sep 12Sep 12
Liam KristoffyUnderstanding Attention Heads through Linear Algebra: Critical Questions in AI SafetyHow do large language models (LLMs) like ChatGPT reason about your holiday plans or help solve complex problems? While their capabilities…1d ago
InTowards Data SciencebyRohit PandeyA Bird’s-Eye View of Linear Algebra: Matrix Chain MultiplicationLinear algebra is the backbone of AI. Matrix multiplication is the fundamental operation of linear algebra. What if there is a whole chain?Nov 131
Aadil MallickLearn to Build a Neural Network From Scratch — Yes, Really.In this massive one hour tutorial, we’re going to build a neural network from scratch and understand all the math along the way.Sep 181
George MarklowIntroduction to Linear Algebra with PythonDiscovering basic matrix varieties and operations with NumPy5d ago
Joseph MellorThe Cayley-Hamilton Theorem, Pt. 1Every square matrix satisfies its characteristic equation.Sep 12
InTowards Data SciencebyRohit PandeyBird’s-Eye View of Linear Algebra: Left, Right Inverse => Injective, Surjective MapsIf matrix multiplication isn’t commutative, then why don’t we have left and right inverses?Dec 31
InTowards Data SciencebySascha KirchStructured State Space Models Visually ExplainedPart 2 — Towards Mamba State Space Models for Images, Videos and Time SeriesAug 225
