lecture-notes
There are 33 repositories under lecture-notes topic.
janishar / mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Language:Java 12369rossant / awesome-math
A curated list of awesome mathematics resources
Language:Python 8240jeffgerickson / algorithms
Bug-tracking for Jeff's algorithms book, notes, etc.
ShiqiYu / CPP
Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.
Language:C++ 1845SciML / SciMLBook
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
Language:HTML 1796jermwatt / machine_learning_refined
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
Language:Python 1594ClintJang / awesome-swift-korean-lecture
훌륭한 Swift 세션 동영상(강좌), 한글 자막있는 혹은 한국어 강의 정보 링크 모음 (Awesome Swift Korean lecture information)
Language:Swift 1316upb-lea / reinforcement_learning_course_materials
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
Language:Jupyter Notebook 906spatialaudio / digital-signal-processing-lecture
Digital Signal Processing - Theory and Computational Examples
Language:Jupyter Notebook 774dcetin / eth-cs-notes
Lecture notes and cheatsheets for Master's in Computer Science at ETH Zurich
Language:TeX 588jwbuurlage / category-theory-programmers
Category theory in the context of (functional) programming
apachecn / fastai-ml-dl-notes-zh
:book: [译] fast.ai 机器学习和深度学习中文笔记
Language:HTML 409eliemichel / LearnWebGPU
Learn to use WebGPU for native graphic applications in C++
Language:C++ 331mitmath / 18S096SciML
18.S096 - Applications of Scientific Machine Learning
Language:HTML 303- Language:CSS 285
martinescardo / HoTT-UF-Agda-Lecture-Notes
Lecture notes on univalent foundations of mathematics with Agda
Language:Agda 213- Language:Jupyter Notebook 203
- Language:CSS 202
zhuhanming / nus-notes-cheatsheets
Notes and cheatsheets from NUS modules taken as part of the Computer Science curriculum.
cpeikert / TheoryOfCryptography
Lecture notes for Chris Peikert's graduate-level Theory of Cryptography course
Language:TeX 145ndrplz / machine_learning_lectures
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
Language:TeX 143OpenCoreCH / ethz_cs_summaries
Summaries / Cheat Sheets created at ETH Zurich BsC Computer Science & MsC Data Science
sara-venkatraman / LaTeX-Templates
Commented templates for CVs, homework, lecture notes, presentations, research papers, and essays, with commands for math/statistics symbols
Language:TeX 126ercoppa / symbolic-execution-tutorial
Tutorial on Symbolic Execution. Hands-on session is based on the angr framework.
Language:Python 121mgimond / Spatial_pre2021
This repo has been archived. The latest version of the GIS and Spatial Analysis online book is at https://github.com/mgimond/Spatial
Language:HTML 90Nikolay-Lysenko / readingbricks
A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.
Language:Jupyter Notebook 89vhbelvadi / LaTeX-lecture-notes-class
A LaTeX document class for lecture notes (for a seminar, for an entire course with several lectures, or for brief talks) that looks great and works even with basic pdflatex.
Language:TeX 89cagix / pandoc-lecture
Pandoc Markdown Lecture Template: This project defines a skeleton repo for creating lecture slides and handouts including lecture notes out of Pandoc Markdown (https://pandoc.org/MANUAL.html) using a single source approach.
Language:Lua 87The accompanying code of the Learn WebGPU C++ programming guide
- Language:CSS 81
:book: [译] fast.ai 数值线性代数讲义 v2
Language:CSS 79ymerkli / eth-summaries
Summaries and study materials I've written over the course of my studies at ETH Zurich
Language:TeX 79
