📐 Linear Algebra - matmat · Scour

Understanding Principal Component Analysis (PCA)

📐Vector Dimensionality Blog

Principal Component Analysis 主成分分析

📐Vector Dimensionality

kyndinfo.notion.site··Hacker News

Quivers: a year of linear algebra by drawing arrows

🔀Category Theory Blog

lisyarus.github.io··Hacker News

igomez10/linearalgebra: Linear algebra concepts implemented in Go, mainly matrix manipulation

🌈Spectral Methods Code

github.com··Hacker News, Hacker News

Spectral decomposition of $(\star,\epsilon_1,\epsilon_2)$-structured matrix polynomials with arbitrary degree and its applications

📐Error Bounds Academic

Gram Newton-Schulz: A Fast, Hardware-Aware Newton-Schulz Algorithm for Muon

📐Error Bounds Blog

tridao.me··Hacker News

LLL Algorithm for Computer Scientists

🔗Combinatory Logic Blog

leetarxiv.substack.com··Substack, r/programming

Building Semantic Search with Transformers.js and Sentence Embeddings

🧮Vector Embeddings

machinelearningmastery.com·

Local-first multimodal file search on macOS

🧮Vector Embeddings

hanxiao.io··Hacker News, Hacker News

SigmaScale: LLM Compression with SVD-based Low-Rank Decomposition and Learned Scaling Matrices

⚡Modern Compression Academic

hanxiao/omni-macos: Native macOS semantic search over your local files - text, images, audio, video in one vector space, on-device on Apple silicon.

🧮Vector Embeddings Code

github.com··Hacker News

Vector Space of Cycles

🕸️Algebraic Topology Academic

Optimal Stochastic Krylov based Techniques for Large- Scale Log-Determinant Estimation

📐Error Bounds Academic

TorchKM: A GPU-Oriented Library for Kernel Learning and Model Selection

🧪Data science Academic

Stability Without Safety: Gain Manipulation Attacks on Agentic Cyber-Physical Systems

✨Algebraic Effects Academic

Graph-Guided Universum Learning in Generalized Eigenvalue Proximal SVMs for Alzheimer's Disease Classification

📊Spectral Graphs Academic

An indefinite LOBPCG type of algorithm for detecting a definite Hermitian matrix pair

📐Error Bounds Academic

A Perturbed q-Tsallis Self-Concordant Barrier for Spectrally Robust Semidefinite Programming

💻CS Academic

Efficient Mean Curvature Computation on High-Dimensional Data Manifolds

🌈Spectral Methods Academic

An algebraic multiscale preconditioner for large sparse SPD matrices

📐Error Bounds Academic

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