singular-value-decomposition 开源项目推荐（320 个）

weijie-chen /Linear-Algebra-With-Python

以Python为特色的线性代数的课堂笔记。这一系列课堂笔记将带您了解所有为数据科学或高级量化技能奠定基础的必读概念。适合统计学家/计量经济学家、量化分析师、数据科学家等借助Python计算和可视化快速刷新线性代数。

james-bowman /nlp

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

jayshah19949596 /Machine-Learning-Models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

je-suis-tm /machine-learning

图像处理、推荐系统、矩阵补全、Netflix问题及算法实现中的Python机器学习应用，包括共聚类、Funk SVD、SVD++、非负矩阵分解、Koren邻域模型、Koren集成模型、Dawid-Skene、Platt-Burges、期望最大化、因子分析、ISTA、FISTA、ADMM、高斯混合模型、OPTICS、DBSCAN、随机森林、决策树、支持向量机、独立分量分析、潜在语义索引、主成分分析、奇异值分解、K个最近邻、K个均值、朴素贝叶斯混合模型、高斯判别分析、牛顿法、坐标下降、梯度下降、弹性净回归、脊回归、套索回归、最小二乘、逻辑回归、线性回归

milaan9 /Machine_Learning_Algorithms_from_Scratch

This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.

primme /primme

PReconditioned Iterative MultiMethod Eigensolver for solving symmetric/Hermitian eigenvalue problems and singular value problems

bwlewis /irlba

Fast truncated singular value decompositions

EricDarve /numerical_linear_algebra

Julia code for the book Numerical Linear Algebra

vantienpham /Awesome-Tensor-Decomposition

😎 A curated list of tensor decomposition resources for model compression.

erichson /ristretto

Randomized Dimension Reduction Library

InhwanBae /EigenTrajectory

Official Code for "EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting (ICCV 2023)"

Saeid-jhn /Digital-Image-Watermarking

Digital Image Watermarking Method Based on Hybrid DWT-HD-SVD Technique: Attacks, PSNR, SSIM, NC

erichson /rSVD

Randomized Matrix Decompositions using R

LaxmiChaudhary /Amzon-Product-Recommendation

Building Recommendation Model for the electronics products of Amazon

benedekrozemberczki /GraRep

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

nikitaa30 /Recommender-Systems

在 Python 中实现基于内容和协同过滤（结合 KNN、矩阵分解和神经网络）

timjb /svd-image-compression-demo

通过奇异值分解演示低秩矩阵近似

jbramburger /Data-Science-Methods

This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

pbenner /autodiff

Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization and statistics

MonitSharma /Numerical-Linear-Algebra

A course on Linear Algebra using Python in Jupyter notebooks