Projects sharing features with MIT Linear Algebra Notes

This project is a Simplified Chinese translation of the official Swift programming language documentation. It functions as a markdown technical guide designed to make the language's core concepts accessible to Chinese-speaking developers. The translation process employs a software terminology glossary to map English technical terms to standardized Chinese equivalents, ensuring conceptual clarity and consistency throughout the text. To maintain technical accuracy and idiomatic phrasing, the content undergoes a human-centric technical review process. The documentation is organized as a collect

This project is a technical reference knowledge base and developer cheat sheet repository. It functions as a searchable collection of quick-reference guides, CLI command patterns, and code snippets for various operating systems, cloud platforms, and infrastructure tools. The system operates as a markdown-based technical knowledge base, where content is stored in plain text files and rendered as a static site. This approach enables a personal knowledge management system that utilizes version control and a directory-based navigation hierarchy to organize technical notes for long-term retrieval.

doctoc is a markdown table of contents generator and file processor designed to automatically create and update linked lists of headings within markdown documents. It functions as a git repository documentation tool that scans local directories to ensure navigation remains consistent across a collection of files. The tool features a GitHub compatible anchor generator that formats heading links to match the specific requirements of GitHub and similar hosting platforms. It manages updates by locating marker comments to replace existing tables of contents without overwriting other document conte

SJTU-Courses is a collaborative academic material archive and resource repository. It serves as a community-driven hub for organizing and distributing course-specific documents and study guides for university students. The project operates as a version-controlled library where learners submit and verify academic content. It uses a contribution model based on pull requests and issues to manage the curation of educational resources. The repository organizes its knowledge base through a flat-file directory hierarchy and stores descriptions and guides as markdown files. This structure allows for

KawaiiLogos is a digital asset library containing a curated collection of stylized and aesthetically modified technology logos. The project provides a set of themed graphic files designed for use as visual assets in personal projects and portfolio websites. The library focuses on replacing standard corporate logos with a consistent art direction through a themed set of scalable vector graphics. These assets are intended for custom branding and the creation of visually themed iconography for technical documentation and project presentations. The project organizes these assets via a flat-file

This project is a comprehensive Chinese translation of a technical deep learning textbook, providing an educational resource on the theory and implementation of neural networks. It functions as a collaborative technical translation project designed to make complex academic AI literature accessible to non-English speakers. The project utilizes a community-driven translation model that integrates external suggestions and pull requests to refine linguistic accuracy and reduce bias. It employs standardized terminology mapping to ensure a uniform vocabulary throughout the translated content. To i

Torch7 is a scientific computing environment and tensor computation library used for deep learning research and numerical analysis. It functions as a Lua-based framework for training neural networks and learning agents, providing a toolkit for implementing architectures and training through reinforcement learning algorithms. The project is distinguished by its tight integration with C, utilizing a binding layer to map high-level scripting to low-level C structures for direct memory access. It supports hardware-accelerated computation by offloading linear algebra and convolution operations to

This project is a static educational website and comprehensive curriculum focused on computer vision and deep learning. It serves as a public repository of instructional materials, lecture notes, and technical guides specifically detailing convolutional neural networks and visual recognition. The site is developed using static-site generation to host course documentation and student project directories. It provides structured academic resources that guide learners through image classification, generative modeling, and the implementation of various neural network architectures. The curriculum

Golang-100-Days is a structured, daily lesson curriculum for learning the Go programming language from the ground up, progressing into practical microservice and web application development. The project is built around a code-example-driven approach, where each day introduces new concepts through runnable Go snippets and complete project examples rather than abstract theory, covering Go fundamentals such as syntax, data types, control flow, functions, and packages. The curriculum differentiates itself by grouping lessons around specific Go frameworks and distributed system patterns. It includ

Linear-Algebra-With-Python is an educational resource that provides a structured curriculum for learning linear algebra through computational practice. It serves as a tutorial for data scientists and quantitative analysts, bridging the gap between abstract mathematical theory and practical implementation using Python. The project utilizes a literate programming approach, organizing lecture notes and code examples into interactive documents. By interleaving explanatory text with functional code, it allows users to experiment with mathematical concepts directly within their development environm

sql-mother is a browser-based educational platform for learning SQL syntax through interactive exercises, tutorials, and a query playground. It provides a structured environment for mastering the logic and syntax of MySQL, SQLite, and PostgreSQL using a sequence of hands-on challenges. The platform uses a WebAssembly-based database engine to enable local SQL execution and real-time query validation entirely within the browser. This architecture allows for virtual table mocking and state management without the need for a backend server or user accounts. The environment includes a gamified cur

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

This project is a collection of interactive, command-line programming lessons designed for the swirl R package. It provides a structured curriculum for learning R programming and data science through a series of guided, self-paced exercises delivered via a command-line interface. The content covers a broad range of data science education, including language fundamentals, data cleaning and manipulation, statistical analysis, and data visualization. It also includes instructional modules focused on software development practices. These lessons are developed as a modular hierarchy of courses an

Lektor is a Python-based static site generator and flat-file content management system. It transforms raw content and data models into static HTML pages, storing all website data in a hierarchical file system rather than a relational database. The system operates as a model-driven CMS, utilizing blueprints and schemas to control data capture and validation. It provides a browser-based administrative interface that allows users to visually edit and organize site content without modifying source code directly. The platform manages the full site lifecycle, covering static site generation, multi

This project is a collection of standardized markdown layouts and component libraries used to organize project documentation, user profiles, and technical diagrams. It provides predefined templates for creating professional GitHub profile pages and structured documentation for open source projects, including guides for installation, usage, and contribution. The library features specialized templates for rendering flowcharts and sequence diagrams using text-to-visual syntax. It also includes a system for integrating dynamic profile statistics and status cards that automatically display user co

Ghostwriter is a distraction-free markdown text editor and document processor. It provides a focused writing environment for composing documents using markdown syntax, separating the drafting process from final formatting. The application features a minimalist interface designed to minimize visual clutter, including the ability to disable deletion keys to enforce a forward-only drafting flow. It includes a live statistics dashboard for tracking word counts and session metrics, as well as visual highlighting that fades non-active text to focus attention on the current line, sentence, or paragr

This project is a community-driven academic resource repository designed to centralize historical exam papers, lecture notes, and study materials for university-level coursework. It functions as an open educational resource, providing a collaborative archive where students can share and organize documentation to assist in preparing for academic assessments across a wide range of disciplines. The platform distinguishes itself through a crowdsourced aggregation model that relies on peer contributions and manual verification to maintain the accuracy of its library. All materials are stored as fl

This project is a comprehensive, crowdsourced directory of mathematical resources, functioning as a decentralized index of external educational materials. It organizes a vast collection of textbooks, lecture notes, and research tools into a hierarchical taxonomy, allowing users to navigate diverse mathematical disciplines through a version-controlled repository. The collection distinguishes itself by acting as a central hub for both academic discovery and practical application. It provides access to a wide array of interactive software, visualization tools, and step-by-step solvers designed t

This project is an educational platform designed to teach artificial intelligence, neural networks, and data science through a combination of structured textbooks and interactive learning resources. It provides a comprehensive curriculum that guides students through sequential learning paths, bridging the gap between mathematical theory and practical software implementation. The platform distinguishes itself by integrating executable code environments and dynamic browser-based visualizations directly into its educational content. These tools allow users to modify model implementations in real

This project serves as a comprehensive reference and directory for lightweight markup languages, providing a centralized resource for learning syntax and discovering software tools. It functions as a foundational guide for authors and developers, offering detailed documentation on how to structure plain text for web and print publishing. The resource distinguishes itself by cataloging a wide range of software applications and editors, allowing users to evaluate tools based on their specific syntax support and functional capabilities. Beyond basic syntax, it covers advanced formatting techniqu

ife is a front-end resource directory and web development knowledge base designed for technical skill development. It functions as a static site generator that transforms JSON metadata and markdown files into a navigable website. The project organizes educational materials and engineering references into a structured index, rendering plain text files as technical articles and guides. It utilizes a component-based UI library to maintain consistent layout patterns across the documentation site. The system handles technical knowledge management through categorized resource indexing and client-s

100-Days-Of-ML-Code is a machine learning curriculum and instructional resource designed as a structured 100-day learning path. It provides a sequence of daily milestones that cover the mathematical foundations and practical implementations of machine learning algorithms. The project is organized into specialized courses for supervised and unsupervised learning. Supervised learning materials cover the implementation of predictive models such as linear regression, decision trees, and support vector machines. Unsupervised learning materials focus on clustering models, including K-Means and hier

This project is a comprehensive reference guide and cheat sheet for the Docker CLI. It provides a structured collection of commands and documentation to help users manage container lifecycles, build images, and handle registries. The documentation specifically covers the orchestration of multi-container applications using Docker Compose and the management of scalable services across multiple nodes via Docker Swarm. It also includes detailed guides for configuring virtual networks, bridges, and ports to control container communication. The reference surface extends to container image administ

Doxygen is a source code documentation generator and multi-language API reference tool. It extracts annotated comments from source code to create structured technical manuals and searchable software libraries in formats including HTML, LaTeX, and PDF. The project functions as a static code analysis visualizer, generating call graphs, class diagrams, and inheritance hierarchies to illustrate codebase structure. It also serves as an XML documentation export engine, producing structured metadata that can be transformed via XSLT or third-party tools. Beyond API extraction, the tool provides a Ma

This project is a technical blog platform and developer portfolio site designed for publishing curated engineering documentation and professional technical writing. It functions as a markdown publishing tool and static site generator that transforms plain text files into a formatted collection of technical articles and software engineering notes. The system serves as a markdown publishing platform for organizing and sharing technical guides, software engineering documentation, and professional insights. It allows for the creation of a professional online presence by hosting technical content

Hacker101 is a cybersecurity education platform and web security training portal. It serves as a structured collection of lessons and resources designed to teach students about vulnerability research and penetration testing through guided modules. The platform operates as a static site generator and markdown-based content manager. It uses plain text files with structured metadata to define the hierarchy and properties of educational lessons, transforming this content into pre-rendered HTML files for delivery. The curriculum covers a broad domain of security education, including specialized c

This project is a programming learning roadmap and interactive coding exercise platform. It functions as a markdown-based content site that uses a static site generator to compile instructional guides and technical challenges into a structured interface. The platform provides a client-side progress tracker that utilizes local browser storage to monitor the completion of challenges without requiring a backend database. It organizes educational content through a sequence of coding exercises and instructional videos designed to guide developers through specific technical domains. The system cov