lecture-notes

There are 35 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
book chapter clear deep-learning deeplearning excercises good learning lecture-notes linear-algebra machine machine-learning mit neural-network neural-networks pdf print printable thinking
Language:Java 13718
rossant / awesome-math
A curated list of awesome mathematics resources
awesome awesome-list lecture-notes list mathematics
Language:Python 11873
jeffgerickson / algorithms
Bug-tracking for Jeff's algorithms book, notes, etc.
algorithm textbook lecture-notes course-materials
8019
ShiqiYu / CPP
Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.
c cpp lecture-notes
Language:C++ 2643
SciML / SciMLBook
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
differential-equations scientific-machine-learning neural-networks numerical-methods gpu-computing stiff-equations lecture-notes performance-engineering parallelism scientific-simulators neural-ode neural-sde sciml
Language:HTML 1947
ClintJang / awesome-swift-korean-lecture
훌륭한 Swift 세션 동영상(강좌), 한글 자막있는 혹은 한국어 강의 정보 링크 모음 (Awesome Swift Korean lecture information)
swift video-lecture korean video-lectures-page lecture-notes swift-ios ios-swift realm rxswift ios apple-swift swift-programming swift-learning apple tdd xcode wwdc lldb
Language:Swift 1350
upb-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
reinforcement-learning control teaching teaching-materials python latex prediction machine-learning course course-materials online-videos online-learning tutorial lecture lecture-notes open-educational-resources open-education-resources open-education jupyter jupyter-notebooks
Language:Jupyter Notebook 1006
spatialaudio / digital-signal-processing-lecture
Digital Signal Processing - Theory and Computational Examples
digital-signal-processing notebook lecture-notes jupyter ipython random-signals spectral-analysis filtering filter-design masters-course signals-and-systems open-educational-resources educational-materials educational-resources
Language:Jupyter Notebook 839
dcetin / eth-cs-notes
Lecture notes and cheatsheets for Master's in Computer Science at ETH Zurich
ethz eth-zurich notes machine-learning computer-science cheatsheets study lecture-notes
Language:TeX 628
LearnWebGPU
eliemichel / LearnWebGPU
Learn to use WebGPU for native graphic applications in C++
cpp graphics lecture-notes webgpu
Language:C++ 557
jwbuurlage / category-theory-programmers
Category theory in the context of (functional) programming
mathematics category-theory functional-programming lecture-notes
522
apachecn / fastai-ml-dl-notes-zh
:book: [译] fast.ai 机器学习和深度学习中文笔记
python pytorch machine-learning fastai deep-learning lecture-notes
Language:HTML 417
mitmath / 18S096SciML
18.S096 - Applications of Scientific Machine Learning
scientific-machine-learning differential-equations neural-networks neural-ode partial-differential-equations sciml lecture-notes
Language:HTML 311
apachecn / ntu-hsuantienlin-ml
:book: **大学林轩田机器学习笔记
ntu machine-learning hsuan-tien-lin lecture-notes
Language:CSS 296
sara-venkatraman / LaTeX-Templates
Commented LaTeX templates for CVs, homework, lecture notes, presentations, research papers, and essays, with commands for math/statistics symbols
latex latex-templates lecture-notes homework papers cv-template latex-examples
Language:TeX 252
martinescardo / HoTT-UF-Agda-Lecture-Notes
Lecture notes on univalent foundations of mathematics with Agda
hott-uf univalent-foundations univalent-mathematics agda homotopy-type-theory mltt martin-lof-type-theory lecture-notes dependent-types univalence-axiom function-extensionality propositional-truncation type-theory univalent-type-theory
Language:Agda 231
zhuhanming / nus-notes-cheatsheets
Notes and cheatsheets from NUS modules taken as part of the Computer Science curriculum.
cheatsheets lecture-notes nus-computer-science
222
wizardforcel / mst-sec-lecture-notes
:book:【停】米斯特白帽培训讲义
mst security lecture-notes
Language:CSS 214
lovit / textmining-tutorial
(한국어) 텍스트 마이닝을 위한 공부거리들
korean-nlp lecture-notes
Language:Jupyter Notebook 201
cpeikert / TheoryOfCryptography
Lecture notes for Chris Peikert's graduate-level Theory of Cryptography course
cryptography lecture-notes graduate-course
Language:TeX 183
LearnWebGPU-Code
eliemichel / LearnWebGPU-Code
The accompanying code of the Learn WebGPU C++ programming guide
cpp graphics lecture-notes webgpu
158
OpenCoreCH / ethz_cs_summaries
Summaries / Cheat Sheets created at ETH Zurich BsC Computer Science & MsC Data Science
cheatsheet computer-science ethz data-science lecture-notes eth-zurich machine-learning statistics high-performance-computing
154
ndrplz / machine_learning_lectures
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
deep-learning machine-learning tutorial-exercises reinforcement-learning lecture-notes lecture-material deep-neural-networks machine-learning-algorithms machine-learning-tutorials deep-learning-tutorial tutorials tensorflow tensorflow-tutorials
Language:TeX 150
cpp-for-yourself / lectures-and-homeworks
📚 A place for all lecture scripts, projects etc. for the "C++ for yourself" course
lecture-notes education cplusplus cpp testing clang gcc cmake markdown lecture lectures marp slides coding modern-cpp software software-architecture software-development software-engineering software-testing
Language:TypeScript 146
ercoppa / symbolic-execution-tutorial
Tutorial on Symbolic Execution. Hands-on session is based on the angr framework.
symbolic-execution angr lecture-notes slides tutorial testing binary
Language:Python 135
yangycpku / macro_ML
Course Website on Macroeconomic Analysis with Machine Learning and Big Data
lecture-notes machine-learning heterogeneous-agent-models macroeconomics big-data
131
rainyear / CPython-Internals-Lecture-Notes
CPython Internals 学习笔记
python3 lecture-notes
122
abogatskiy / Geometry-Scenic-Intro
Comprehensive open source book on basic topology, smooth manifolds, differential geometry, Lie theory, homological algebra, and index theory.
geometry homological-algebra manifolds topology lecture-notes lectures textbook
Language:TeX 120
vhbelvadi / 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.
lecture-notes latex-document latex-class academic-project
Language:TeX 106
cpeikert / LatticesInCryptography
Lattices in Cryptography (University of Michigan)
lattices cryptography graduate-course lecture-notes
Language:TeX 105
cagix / 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.
lecture-notes lecture-slides homework-sheets exams pandoc pandoc-filter markdown pandoc-lecture handouts teaching-materials oer latex hacktoberfest open-educational-resources
Language:Lua 102
philippwulff / TUM_RCI
Lecture Notes for Robotics, Cognition, Intelligence @ TUM
computer-science deep-learning lecture-notes robotics tum cognition intelligence university artificial-intelligence computer-vision education
Language:TeX 102
wizardforcel / nyu-mlif-notes
:book: NYU 金融机器学习中文笔记
nyu finance machine-learning lecture-notes
102
apachecn / fastai-num-linalg-v2-zh
:book: [译] fast.ai 数值线性代数讲义 v2
linear-algebra fastai lecture-notes python
Language:CSS 99
Nikolay-Lysenko / readingbricks
A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.
theory search-engine knowledge-base lecture-notes zettelkasten tf-idf
Language:Jupyter Notebook 94
ymerkli / eth-summaries
Summaries and study materials I've written over the course of my studies at ETH Zurich
ethz eth-summaries cheatsheet eth-zurich computer-science study lecture-notes
Language:TeX 90

lecture-notes

janishar / mit-deep-learning-book-pdf

rossant / awesome-math

jeffgerickson / algorithms

ShiqiYu / CPP

SciML / SciMLBook

ClintJang / awesome-swift-korean-lecture

upb-lea / reinforcement_learning_course_materials

spatialaudio / digital-signal-processing-lecture

dcetin / eth-cs-notes

eliemichel / LearnWebGPU

jwbuurlage / category-theory-programmers

apachecn / fastai-ml-dl-notes-zh

mitmath / 18S096SciML

apachecn / ntu-hsuantienlin-ml

sara-venkatraman / LaTeX-Templates

martinescardo / HoTT-UF-Agda-Lecture-Notes

zhuhanming / nus-notes-cheatsheets

wizardforcel / mst-sec-lecture-notes

lovit / textmining-tutorial

cpeikert / TheoryOfCryptography

eliemichel / LearnWebGPU-Code

OpenCoreCH / ethz_cs_summaries

ndrplz / machine_learning_lectures

cpp-for-yourself / lectures-and-homeworks

ercoppa / symbolic-execution-tutorial

yangycpku / macro_ML

rainyear / CPython-Internals-Lecture-Notes

abogatskiy / Geometry-Scenic-Intro

vhbelvadi / LaTeX-lecture-notes-class

cpeikert / LatticesInCryptography

cagix / pandoc-lecture

philippwulff / TUM_RCI

wizardforcel / nyu-mlif-notes

apachecn / fastai-num-linalg-v2-zh

Nikolay-Lysenko / readingbricks

ymerkli / eth-summaries