3 个仓库
Awesome GitHub RepositoriesMathematics Tutorials
Educational resources covering mathematical concepts and theory.
Distinguishing note: None of the candidates matched; this is a collection of learning resources for mathematics.
Explore 3 awesome GitHub repositories matching education & learning resources · Mathematics Tutorials. Refine with filters or upvote what's useful.
Awesome Mathematics Tutorials GitHub Repositories
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- avik-jain/100-days-of-ml-code
Avik-Jain/100-Days-Of-ML-Code
51,254在 GitHub 上查看This project is a structured educational curriculum designed to guide developers through the fundamentals of machine learning. It functions as a technical skill builder, offering a curated roadmap of progressive coding challenges that cover core algorithms, statistical concepts, and essential data science libraries. The repository distinguishes itself through an iterative sequencing of content, organizing complex technical topics into a daily progression that facilitates incremental mastery. It integrates third-party academic lectures and educational resources to provide necessary theoretical
Provides educational content on calculus concepts.
100-days-of-code-log100daysofcodedeep-learning - d2l-ai/d2l-en
d2l-ai/d2l-en
29,001在 GitHub 上查看This project is an educational platform and research toolkit designed to teach deep learning through a combination of mathematical theory, visual diagrams, and executable code. It provides a comprehensive environment for building, training, and evaluating neural networks, grounding complex concepts in interactive computational notebooks that allow for hands-on experimentation. The framework distinguishes itself by interleaving theoretical foundations—including linear algebra, calculus, and probability—with practical implementations across multiple industry-standard libraries. It supports flex
Combines theoretical mathematical explanations with diagrams and code to provide a comprehensive understanding of deep learning principles.
Pythonbookcomputer-visiondata-science - rossant/awesome-math
rossant/awesome-math
13,460在 GitHub 上查看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
Offers a comprehensive collection of textbooks, lecture notes, and research tools for academic study.
Pythonawesomeawesome-listlecture-notes
