spencerkent/generalized-lloyd-quantization
An implementation of the Generalized Lloyd method for vector quantization (⭐ 31)
An implementation of the Generalized Lloyd method for vector quantization (⭐ 31)
Python Implementation for Linde-Buzo-Gray / Generalized Lloyd Algorithm for vector quantization. (⭐ 29)
sum is finite. Every vector space comes with a bina. y operation +. With the use of induction (and since addition is associative) we can define finite sums – but infinite sums. make no sense. Thus forming a …
Hey everyone! I’m excited to share something we’ve been building for the past few months - **PipesHub**, a **fully open-source alternative to Microsoft 365 Copilot** designed to bring powerful...
Shesop is an integrated system to make human lives more easily and to help people in terms of healthcare. Stress and influenza classification is a part of Shesop's application for a healthcare devices such as smartwatch, polar and fitbit. The main ob...
We present model independent constraints on the masses and couplings to fermions of $B$ and $L$ conserving leptoquarks. Such vector or scalar particles could have masses below 100 GeV and be produced at HERA; we list the generation dependent bounds...
Panel Vector Autoregressions (PVARs) are a popular tool for analyzing multi-country datasets. However, the number of estimated parameters can be enormous, leading to computational and statistical issues. In this paper, we develop fast Bayesian method...
This paper is about the positive part $U_q^+$ of the $q$-deformed enveloping algebra $U_q(\widehat{\mathfrak{sl}}_2)$. The algebra $U_q^+$ admits an embedding, due to Rosso, into a $q$-shuffle algebra $\mathbb{V}$. The underlying vector space of $\ma...
Types of image data are divided into two primary categories: bitmap and vector. Bitmap images (also called raster images) can be represented as 2-dimensional functions f(x,y), where they have pixel …
Electrical transport through a normal metal / superconductor contact at biases smaller than the energy gap can occur via the reflection of an electron as a hole of opposite wave vector. The same mechanism of electron-hole reflection gives rise to l...
Mar 18, 2025 · BLAST offers specialized searches that find, compare immunologically important genes and proteins, design PCR primers, screen for vector contamination, and identify conserved domains. …
The advent of Video Diffusion Transformers (Video DiTs) marks a milestone in video generation. However, directly applying existing video editing methods to Video DiTs often incurs substantial computational overhead, due to resource-intensive attentio...
Download free vector files, icons, wallpapers and emoji of all country flags.
We prove that if $Y$ is a locally asymptotically midpoint uniformly convex Banach space which has either a normalized, symmetric basic sequence that is not equivalent to the unit vector basis in $\ell_1$, or a normalized sequence with upper p-estimat...
Graph representation learning methods generate numerical vector representations for the nodes in a network, thereby enabling their use in standard machine learning models. These methods aim to preserve relational information, such that nodes that are...
The fact that electromagnetic effects propagate at the speed of light suggests how the Lorenz-gauge scalar and vector potentials of a uniformly moving point charge must be modified when the charge was initially at rest and then set suddenly into unif...
We consider a family of vector and operator norms defined by the Schmidt decomposition theorem for quantum states. We use these norms to tackle two fundamental problems in quantum information theory: the classification problem for k-positive linear m...
We discuss a new pseudometric on the space of all norms on a finite-dimensional vector space (or free module) $\mathbb{F}^k$, with $\mathbb{F}$ the real, complex, or quaternion numbers. This metric arises from the Lipschitz-equivalence of all norms o...
edu. Retrieved September 7, 2020. "Relation between p-norms". Mathematics Stack Exchange. Bourbaki, Nicolas (1987) [1981]. Topological Vector Spaces: Chapters
This paper presents a comprehensive analysis of motion vectors extracted from AV1-encoded video streams and their application in accelerating optical flow estimation. We demonstrate that motion vectors from AV1 video codec can serve as a high-quality...