Awesome Artificial Intelligence
Section: Books · Theory, intuition, and practical notebooks by Simon Prince.
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Appears in 5 awesome lists
website with the book draft and Google Colabs of the book by Simon J.D. Prince
Section: Books · Theory, intuition, and practical notebooks by Simon Prince.
Section: Resources · Comprehensive and accessible textbook on deep learning fundamentals.
Section: Courses and Educational Materials · website with the book draft and Google Colabs of the book by Simon J.D. Prince
Section: 书籍 Book
Section: Machine Learning · by Simon J.D. Prince
The definitive curated list of machine learning frameworks, libraries and software organized by language. Covers Python, C++, Java, JavaScript, and more with comprehensive coverage of the ML ecosystem. CC0-1.0 licensed.
A curated list of awesome Deep Learning tutorials, projects and communities.
Curated list of artificial intelligence courses, books, video lectures, and papers for developers and researchers. MIT licensed.
Machine learning and deep learning tutorials, articles and other resources.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Curated resources and tools for applied machine learning in industry.
A comprehensive guide to generative AI models, tools, and applications.
A curated list of papers, projects, and resources related to Large Language Models.