Topics / #lecture-notes

Lecture-notes projects on GitHub

University course notes and academic reading materials.

As of , the most-starred Lecture-notes projects on GitHub are deeplearning_ai_books (21.2K stars), awesome-math (16.6K stars) and lectures (15.9K stars). GitHub.Locker tracks 5 Lecture-notes repositories with 68.1K stars combined. The fastest-growing on October 16 was deeplearning_ai_books, with +5 stars in a day.

5Projects
68.1KStars in total
+12Stars in a day
Browse in the catalog →github.com/topics/lecture-notes ↗

Hot right now

Most stars gained in a day · Oct 16

+5

deeplearning_ai_books

fengdu78/deeplearning_ai_books · ★ 21.2K

A Chinese-language collection of notes covering Andrew Ng's (吴恩达) Deep Learning Specialization on Coursera — five courses on neural networks, hyperparameter tuning, structuring ML projects, CNNs, and sequence models.

+5

awesome-math

rossant/awesome-math · ★ 16.6K

A curated GitHub list of high-quality resources for learning, teaching, and doing mathematics — covering pure math, applied math, computation, formal proof, and AI in mathematics.

+1

mit-deep-learning-book-pdf

janishar/mit-deep-learning-book-pdf · ★ 14.3K

This repo provides PDF versions (chapter-wise and complete) of the MIT Press book 'Deep Learning' by Ian Goodfellow, Yoshua Bengio and Aaron Courville, which is otherwise only available as an HTML book online.

+1

handout-remake

xamjiang/handout-remake · ★ 165

An Agent Skill that turns lecture slides, PDFs, or notes into dark-mode study handouts sized for an 11-inch iPad. It re-teaches each topic from scratch with real-life analogies, diagrams, worked examples and practice pages, then outputs a fully vector PDF in Traditional Chinese.

The all-time top

5 projects · by stars

  1. #1 · fengdu78/deeplearning_ai_books

    deeplearning_ai_books

    A Chinese-language collection of notes covering Andrew Ng's (吴恩达) Deep Learning Specialization on Coursera — five courses on neural networks, hyperparameter tuning, structuring ML projects, CNNs, and sequence models.

    21.2K
  2. #2 · rossant/awesome-math

    awesome-math

    A curated GitHub list of high-quality resources for learning, teaching, and doing mathematics — covering pure math, applied math, computation, formal proof, and AI in mathematics.

    16.6K
  3. #3 · oxford-cs-deepnlp-2017/lectures

    lectures

    The lecture slides and course description for the Deep Natural Language Processing course offered in Hilary Term 2017 at the University of Oxford: an advanced, applied NLP course organised by Phil Blunsom and delivered in partnership with the DeepMind Natural Language Research Group.

    15.9K
  1. 4

    mit-deep-learning-book-pdf

    14.3Kjanishar/mit-deep-learning-book-pdf · Java

    This repo provides PDF versions (chapter-wise and complete) of the MIT Press book 'Deep Learning' by Ian Goodfellow, Yoshua Bengio and Aaron Courville, which is otherwise only available as an HTML book online.

  2. 5

    handout-remake

    165xamjiang/handout-remake · CSS

    An Agent Skill that turns lecture slides, PDFs, or notes into dark-mode study handouts sized for an 11-inch iPad. It re-teaches each topic from scratch with real-life analogies, diagrams, worked examples and practice pages, then outputs a fully vector PDF in Traditional Chinese.

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