4 个仓库
Awesome GitHub RepositoriesMatrix Visualization Tools
Utilities for representing rectangular datasets as heatmaps or hierarchically-clustered matrices.
Distinct from Data Visualization: Distinct from Data Visualization: focuses on matrix and heatmap-based representations of high-dimensional data.
Explore 4 awesome GitHub repositories matching data & databases · Matrix Visualization Tools. Refine with filters or upvote what's useful.
Awesome Matrix Visualization Tools GitHub Repositories
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- kenjihiranabe/the-art-of-linear-algebra
kenjihiranabe/The-Art-of-Linear-Algebra
21,578在 GitHub 上查看This project is a visual study guide and educational resource for linear algebra. It consists of a collection of graphic course notes and image-based presentations designed to simplify the study of vector and matrix operations. The content is structured as a series of graphic summaries and visual aids that follow the curriculum and teachings of Gilbert Strang. It translates abstract algebraic operations, matrix algorithms, and factorizations into intuitive geometric diagrams and spatial representations. The repository functions as a mathematics course supplement, providing modular slides and
Offers a library of visual aids for understanding matrix algorithms and factorizations through spatial representation.
PostScript - mwaskom/seaborn
mwaskom/seaborn
13,739在 GitHub 上查看Seaborn is a Python library designed for statistical data visualization. It functions as a high-level interface built on the Matplotlib ecosystem, providing specialized routines to explore and communicate complex patterns within datasets. The framework enables users to generate informative graphics through automated statistical aggregation, multi-plot faceting, and integrated regression modeling. The library distinguishes itself through a declarative approach to data mapping, which translates raw inputs into visual properties like color, size, and position. It includes a robust statistical tr
Represents rectangular datasets as heatmaps or hierarchically-clustered matrices to identify patterns in high-dimensional data.
Pythondata-sciencedata-visualizationmatplotlib - jackzhenguo/python-small-examples
jackzhenguo/python-small-examples
8,132在 GitHub 上查看This project is a comprehensive library of practical Python code examples and patterns. It provides a collection of scripts and snippets designed to demonstrate a wide range of programming tasks, from basic syntax to advanced implementation patterns. The repository focuses on several core domains, including the implementation of concurrency and multithreading examples, data analysis snippets for cleaning and manipulating tabular data, and various data visualization examples. It also covers automation scripts for file system management and a variety of general programming patterns. Additional
A Python tool that visualizes pairwise relationships between multiple features to identify patterns and correlations.
Pythondata-sciencemachine-learningpython - kf-liu/the-art-of-linear-algebra-zh-cn
kf-liu/The-Art-of-Linear-Algebra-zh-CN
5,406在 GitHub 上查看This repository is a Chinese translation of The Art of Linear Algebra, a visual educational resource that makes abstract linear algebra concepts concrete through clear graphical diagrams. Its core approach replaces symbolic derivations with intuitive illustrations of vector and matrix operations, matrix factorizations, and eigenvalue properties, helping learners see how matrices work from multiple perspectives. The guide distinguishes itself by teaching matrix factorizations—such as LU, QR, eigenvalue decomposition, and singular value decomposition—through a family of decomposition techniqu
Replaces symbolic derivations with intuitive visual diagrams for explaining linear algebra concepts.
PostScriptgraphicslinear-algebra
