Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: matrix-decompositions

Repositories

sorydima/Katya-

🌈 AI Brilliance: Katya® now boasts an advanced artificial intelligence brain, enhancing user experiences like never before. With unparalleled learning capabilities, Katya® adapts to user preferences, making every interaction personalized and efficient. Say hello to a smarter, more intuitive social experience! 🔗 Social Blockchain Integration: 👀

Language: Dart - Size: 83.1 MB - Last synced: about 11 hours ago - Pushed: about 12 hours ago - Stars: 6 - Forks: 2

RubixML/Tensor

A library and extension that provides objects for scientific computing in PHP.

Language: PHP - Size: 1.97 MB - Last synced: about 9 hours ago - Pushed: 2 months ago - Stars: 220 - Forks: 27

fchen365/epca

Exploratory Principal Component Analysis

Language: R - Size: 703 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 11 - Forks: 2

recp/cglm

📽 Highly Optimized 2D / 3D Graphics Math (glm) for C

Language: C - Size: 2.51 MB - Last synced: 21 days ago - Pushed: 29 days ago - Stars: 2,050 - Forks: 216

guimspace/envelope-matrix

Algorithms to generate and work with the envelope of a matrix.

Language: C - Size: 171 KB - Last synced: 20 days ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 1

hosseinmoein/Tiger

C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators

Language: C++ - Size: 923 KB - Last synced: 20 days ago - Pushed: about 2 months ago - Stars: 107 - Forks: 26

v--/nla

Exercises from a numerical linear algebra university course

Language: Matlab - Size: 37.1 KB - Last synced: 28 days ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

planetis-m/manu

Nim MAtrix NUmeric package

Language: Nim - Size: 474 KB - Last synced: 3 days ago - Pushed: 2 months ago - Stars: 42 - Forks: 2

maximilianbehr/cuPolar

Newton's and Hayley's Method for the Matrix Polar Decomposition using CUDA

Language: Cuda - Size: 28.3 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 0

mohamed82008/DifferentiableFactorizations.jl

Differentiable matrix factorizations using ImplicitDifferentiation.jl.

Language: Julia - Size: 19.5 KB - Last synced: 12 days ago - Pushed: 8 months ago - Stars: 29 - Forks: 1

iwoodsawyer/csd

Cosine Sine Decomposition

Language: C - Size: 13.7 KB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

jenetics/lattices

Library for multidimensional data structures and matrices

Language: Java - Size: 3.42 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 7 - Forks: 3

thomwiggers/m4ri-rust

M4RI Rust bindings

Language: Rust - Size: 151 KB - Last synced: 26 days ago - Pushed: 8 months ago - Stars: 4 - Forks: 3

priyankshah7/hypers

hypers: hyperspectral data structure, data analysis and machine learning

Language: Python - Size: 11.1 MB - Last synced: 25 days ago - Pushed: about 3 years ago - Stars: 19 - Forks: 10

nrohani/ISCMF

ISCMF: Integrated Similarity-Constrained Matrix Factorization for Drug-Drug Interaction Prediction

Language: Python - Size: 4.35 MB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 6 - Forks: 6

closest-git/GSS

best CPU/GPU sparse solver for large sparse matrices

Language: C - Size: 20.9 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 17 - Forks: 3

EdwardCreighton/Matrix

Custom implementation of matrix class in C++

Language: C++ - Size: 35.2 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

arashmath/CholeskyDecompositionHilbertMatrix

Cholesky decomposition for Hilbert matrix of any order in Python 3 (Two programs)

Language: Python - Size: 12.7 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

Kennethfargose/UV-matrix-decompostion-with-kfold

UV matrix decompostion using movielens dataset

Language: Jupyter Notebook - Size: 7.81 KB - Last synced: 8 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

mwhit74/linsub

VBA implementation of LU decomposition with partial pivoting, forward and back substitution, matrix multiplication

Language: VBA - Size: 35.2 KB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

broderio/Matrix-ADT

Matrix ADT for linear algebra applications.

Language: C++ - Size: 41 KB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

sailordiary/moire-removal

Remove Moiré artifacts from images.

Size: 0 Bytes - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

onezerosix/matlab-scripts

Collection of MATLAB scripts

Language: MATLAB - Size: 110 KB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

dmhd6219/Matrix-Algebra

Language: C++ - Size: 23.4 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

Yellowkingg/TensorNetworks

Implementations of tensor networks algorithms in python.

Language: Python - Size: 133 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

masatoi/cl-tensor-decomposition

A tensor decomposition library for Common Lisp which support sparse tensor.

Language: Common Lisp - Size: 21.5 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 5 - Forks: 0

cascala/galileo

Scala Math - Numerical (Matlab-like) and Symbolic (Mathematica-like) tool

Language: Scala - Size: 186 KB - Last synced: 11 months ago - Pushed: over 4 years ago - Stars: 67 - Forks: 6

biolab/orange3-datafusion

🍊 :link: Data fusion add-on for Orange3

Language: Python - Size: 7.51 MB - Last synced: 13 days ago - Pushed: almost 4 years ago - Stars: 16 - Forks: 18

melihaltun/SVD_and_Pinv

Singular value decomposition and pseudo inverse functions

Language: C++ - Size: 10.7 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

KouroshKSH/NMLA-Algorithms

This project is focused on the implementation of various numerical algorithms for solving systems of equations. Its primary objective is to enable the user to practice and develop an understanding of the fundamentals of numerical multi-linear algebra.

Language: Python - Size: 36.1 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

natade-jp/konpeito

Class collection of numerical calculation processing.

Language: JavaScript - Size: 22.7 MB - Last synced: 19 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

melihaltun/LU_Decomposition

Lower upper matrix decomposition and determinant algorithm

Language: C++ - Size: 4.88 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

jaysmitjadhav/Singular-Value-Decomposition

Matrix Decompostion Techniques - SVD and QR Decomposition

Language: MATLAB - Size: 430 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 4 - Forks: 1

autolordz/gradient-descent-optimization

a python script of a function summarize some popular methods about gradient descent

Language: Python - Size: 6.38 MB - Last synced: 2 months ago - Pushed: almost 3 years ago - Stars: 5 - Forks: 1

kunegis/konect-toolbox

Octave/Matlab toolbox for network analysis – part of the KONECT project by Jérôme Kunegis, University of Namur

Language: MATLAB - Size: 248 KB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 24 - Forks: 16

kunegis/konect-handbook

Handbook of Network Analysis – part of the KONECT project by Jérôme Kunegis

Language: TeX - Size: 27.9 MB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 13 - Forks: 4

LingDong-/Loshu.js

A linear algebra library for JavaScript 🔢

Language: JavaScript - Size: 212 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 43 - Forks: 6

Ben1980/linAlg

Matrix decomposition methods as discussed on thoughts-on-cpp.com

Language: C++ - Size: 41 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 4

amin-rami/linear-algebra-project

This is the final course project for linear algebra course, spring of 2022.

Language: HTML - Size: 6.69 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

revanth3003/Matrix-inversion-and-LU-decomposition.

Matrix inversion and LU decomposition.

Language: MATLAB - Size: 3.91 KB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

anishacharya/Online-Embedding-Compression-AAAI-2019

Deep learning models have become state of the art for natural language processing (NLP) tasks, however deploying these models in production system poses significant memory constraints. Existing compression methods are either lossy or introduce significant latency. We propose a compression method that leverages low rank matrix factorization during training, to compress the word embedding layer which represents the size bottleneck for most NLP models. Our models are trained, compressed and then further re-trained on the downstream task to recover accuracy while maintaining the reduced size. Empirically, we show that the proposed method can achieve 90% compression with minimal impact in accuracy for sentence classification tasks, and outperforms alternative methods like fixed-point quantization or offline word embedding compression. We also analyze the inference time and storage space for our method through FLOP calculations, showing that we can compress DNN models by a configurable ratio and regain accuracy loss without introducing additional latency compared to fixed point quantization. Finally, we introduce a novel learning rate schedule, the Cyclically Annealed Learning Rate (CALR), which we empirically demonstrate to outperform other popular adaptive learning rate algorithms on a sentence classification benchmark.

Language: Python - Size: 36 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 2