Projects in Awesome Lists tagged with lecture-notes
A curated list of projects in awesome lists tagged with lecture-notes .
https://github.com/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
Last synced: 14 May 2025
https://github.com/jeffgerickson/algorithms
Bug-tracking for Jeff's algorithms book, notes, etc.
algorithm course-materials lecture-notes textbook
Last synced: 27 Jan 2026
https://github.com/ShiqiYu/CPP
Lecture notes, projects and other materials for Course 'CS219 Advanced Programming' at Southern University of Science and Technology.
Last synced: 11 Mar 2026
https://github.com/shiqiyu/cpp
Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.
Last synced: 21 Feb 2026
https://github.com/sciml/scimlbook
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
differential-equations gpu-computing lecture-notes neural-networks neural-ode neural-sde numerical-methods parallelism performance-engineering scientific-machine-learning scientific-simulators sciml stiff-equations
Last synced: 22 Feb 2026
https://github.com/SciML/SciMLBook
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
differential-equations gpu-computing lecture-notes neural-networks neural-ode neural-sde numerical-methods parallelism performance-engineering scientific-machine-learning scientific-simulators sciml stiff-equations
Last synced: 04 May 2025
https://github.com/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
control course course-materials jupyter jupyter-notebooks latex lecture lecture-notes machine-learning online-learning online-videos open-education open-education-resources open-educational-resources prediction python reinforcement-learning teaching teaching-materials tutorial
Last synced: 05 Jan 2026
https://github.com/spatialaudio/digital-signal-processing-lecture
Digital Signal Processing - Theory and Computational Examples
digital-signal-processing educational-materials educational-resources filter-design filtering ipython jupyter lecture-notes masters-course notebook open-educational-resources random-signals signals-and-systems spectral-analysis
Last synced: 15 May 2025
https://github.com/jwbuurlage/category-theory-programmers
Category theory in the context of (functional) programming
category-theory functional-programming lecture-notes mathematics
Last synced: 29 Jan 2026
https://github.com/apachecn/fastai-ml-dl-notes-zh
:book: [译] fast.ai 机器学习和深度学习中文笔记
deep-learning fastai lecture-notes machine-learning python pytorch
Last synced: 05 Apr 2025
https://eliemichel.github.io/LearnWebGPU/
Learn to use WebGPU for native graphic applications in C++
cpp graphics lecture-notes webgpu
Last synced: 01 Apr 2025
https://github.com/eliemichel/learnwebgpu
Learn to use WebGPU for native graphic applications in C++
cpp graphics lecture-notes webgpu
Last synced: 05 Apr 2025
https://github.com/eliemichel/LearnWebGPU
Learn to use WebGPU for native graphic applications in C++
cpp graphics lecture-notes webgpu
Last synced: 09 Jul 2025
https://github.com/mitmath/18s096sciml
18.S096 - Applications of Scientific Machine Learning
differential-equations lecture-notes neural-networks neural-ode partial-differential-equations scientific-machine-learning sciml
Last synced: 27 Jan 2026
https://github.com/apachecn/ntu-hsuantienlin-ml
:book: 台湾大学林轩田机器学习笔记
hsuan-tien-lin lecture-notes machine-learning ntu
Last synced: 14 Dec 2025
https://github.com/martinescardo/HoTT-UF-Agda-Lecture-Notes
Lecture notes on univalent foundations of mathematics with Agda
agda dependent-types function-extensionality homotopy-type-theory hott-uf lecture-notes martin-lof-type-theory mltt propositional-truncation type-theory univalence-axiom univalent-foundations univalent-mathematics univalent-type-theory
Last synced: 01 May 2025
https://github.com/sara-venkatraman/latex-templates
Commented templates for CVs, homework, lecture notes, presentations, research papers, and essays, with commands for math/statistics symbols
cv-template homework latex latex-examples latex-templates lecture-notes papers
Last synced: 20 Oct 2025
https://github.com/cpeikert/TheoryOfCryptography
Lecture notes for Chris Peikert's graduate-level Theory of Cryptography course
cryptography graduate-course lecture-notes
Last synced: 09 Mar 2026
https://github.com/ndrplz/machine_learning_lectures
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
deep-learning deep-learning-tutorial deep-neural-networks lecture-material lecture-notes machine-learning machine-learning-algorithms machine-learning-tutorials reinforcement-learning tensorflow tensorflow-tutorials tutorial-exercises tutorials
Last synced: 02 May 2025
https://github.com/ercoppa/symbolic-execution-tutorial
Tutorial on Symbolic Execution. Hands-on session is based on the angr framework.
angr binary lecture-notes slides symbolic-execution testing tutorial
Last synced: 13 May 2025
https://github.com/rainyear/cpython-internals-lecture-notes
CPython Internals 学习笔记
Last synced: 28 Apr 2025
https://github.com/eliemichel/learnwebgpu-code
The accompanying code of the Learn WebGPU C++ programming guide
cpp graphics lecture-notes webgpu
Last synced: 05 Apr 2025
https://github.com/cpp-for-yourself/lectures-and-homeworks
📚 A place for all lecture scripts, projects etc. for the "C++ for yourself" course
clang cmake coding cplusplus cpp education gcc lecture lecture-notes lectures markdown marp modern-cpp slides software software-architecture software-development software-engineering software-testing testing
Last synced: 06 Apr 2025
https://github.com/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.
exams hacktoberfest handouts homework-sheets latex lecture-notes lecture-slides markdown oer open-educational-resources pandoc pandoc-filter pandoc-lecture teaching-materials
Last synced: 26 Feb 2026
https://github.com/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.
academic-project latex-class latex-document lecture-notes
Last synced: 06 Apr 2025
https://github.com/wizardforcel/nyu-mlif-notes
:book: NYU 金融机器学习 中文笔记
finance lecture-notes machine-learning nyu
Last synced: 28 Feb 2025
https://github.com/Nikolay-Lysenko/readingbricks
A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.
knowledge-base lecture-notes search-engine tf-idf theory zettelkasten
Last synced: 19 Jul 2025
https://github.com/apachecn/fastai-num-linalg-v2-zh
:book: [译] fast.ai 数值线性代数讲义 v2
fastai lecture-notes linear-algebra python
Last synced: 02 May 2025
https://github.com/squillero/computational-intelligence
Spare material for Computational Intelligence 01URROV @ Politecnico di Torino
artificial-intelligence computational-intelligence evolutionary-algorithms lecture-notes
Last synced: 17 Jan 2026
https://github.com/yegor256/ssd16
16 lectures about "Software Systems Design" presented in Innopolis University in 2021 for 3rd year BSc students
academic latex lecture-notes lectures slides
Last synced: 09 Apr 2025
https://github.com/mfherbst/bash-course
Material for the advanced bash scripting course at Heidelberg University
bash course-material education learn learn-bash lecture-notes scripting teaching
Last synced: 07 Apr 2026
https://github.com/yegor256/sqm
Lecture Notes for "Software Quality Metrics" course in HSE University, 2023-2024
lecture-notes quality quality-control
Last synced: 17 Aug 2025
https://github.com/jskherman/jsk-lecnotes
A lecture notes template in Typst.
lecture-notes note-taking typst typst-template
Last synced: 25 Feb 2025
https://github.com/ettersi/computationalmathematics
Lecture slides and homework assignments for MA5233 Computational Mathematics at the National University of Singapore.
julia-language lecture-notes numerical-methods
Last synced: 13 Sep 2025
https://github.com/mfherbst/course_julia_day
Notes for getting to know the Julia programming language in one day.
course introduction introduction-to-julia julia lecture-notes notes
Last synced: 03 Jul 2025
https://github.com/singularisart/notes
A collection of all my notes. School lecture notes, book notes, journal template, and khan academy notes.
book-notes books journal khan-academy latex lecture-notes notes tex
Last synced: 16 Aug 2025
https://github.com/changwookjun/learningspoons
nlp lecture-notes and source code
attention attention-model cbow cnn colab-notebook ipynb lecture-notes lstm nlp seq2seq-model tensorflow transformer word2vec
Last synced: 07 May 2025
https://github.com/mfherbst/awk-course
Material for the "Introduction to awk programming" course at Heidelberg University
awk course-material education learn learn-awk lecture-notes scripting teaching
Last synced: 03 Jan 2026
https://github.com/courses-at-nju-by-hfwei/problem-solving-class-lectures
Lectures for the "Problem Solving" Class at Nanjing University.
abstract-algebra algorithms computational-complexity course-materials discrete-mathematics discrete-probability graph-theory group-theory lecture-notes linear-programming logic nanjing-university nju-courses number-theory set-theory
Last synced: 16 Feb 2026
https://github.com/defeo/mathematicsofibc
Lecture notes on the Foundations of Isogeny-based Cryptography
cryptography elliptic-curves isogeny isogeny-based lecture-notes post-quantum-cryptography
Last synced: 27 Feb 2026
https://github.com/erectbranch/mit-efficient-ai
TinyML and Efficient Deep Learning Computing | MIT 6.S965/6.5940
ai deep-learning efficient-ai lecture-notes mit-65940 mit-6s965 tinyml
Last synced: 24 Apr 2026
https://github.com/yegor256/painofoop
Object-oriented programming is a pain if we do it wrong: Lecture Notes for a BSc course
latex-document lecture-material lecture-notes lecture-slides lectures oop slides
Last synced: 29 Oct 2025
https://github.com/jcponce/jcponce.github.io
Mathematics projects in p5js, Mathbox, MathCell and more
lecture-notes mathematics simulations visualization-tools
Last synced: 09 Jul 2025
https://github.com/hyzhak/cs231n-lecture-notes
my lecture notes of cs231n of Andrej Karpathy
andrej-karpathy cs231n deep-learning jupyter-notebook knn lecture-notes linear-classifier machine-learning
Last synced: 05 Apr 2025
https://github.com/ettersi/numericalanalysisii
Lecture slides and homework assignments for MA3227 Numerical Analysis II at the National University of Singapore.
julia-language lecture-notes numerical-methods
Last synced: 22 Apr 2025
https://github.com/courses-at-nju-by-hfwei/discrete-math-lectures
Lectures on Discrete Mathematics @ software.nju.edu.cn
discrete-mathematics lecture-notes nju-cs software-nju-edu-cn
Last synced: 21 Jun 2025
https://github.com/voletiv/2017-iiith-summer-school-notes
My notes during the 2017 IIIT Hyderabad Summer Schools on Computer Vision and Machine Learning
computer-vision deep-learning lecture-notes machine-learning summer-school
Last synced: 19 Jan 2026
https://github.com/mseri/aom
Lecture notes of the course Analysis On Manifolds
differential-geometry lecture-notes
Last synced: 22 Jan 2026
https://github.com/ryogrid/cmu_lecture_database_systems_materials
lecture materials of https://15445.courses.cs.cmu.edu/fall2021/
bustub cmu db japanese lecture-notes open-courseware rdbms
Last synced: 01 Nov 2025
https://github.com/avivace/compsci
Lecture notes, projects, and more resources on the courses I attended for my Bachelor's and Master's degrees in Computer Science
computer-science lecture-material lecture-notes notes
Last synced: 08 Aug 2025
https://github.com/inducer/numpde-notes
Slides/notes and Jupyter notebook demos for an introductory course of numerical methods for PDEs
finite-difference finite-element-methods finite-volume-methods firedrake jupyter-notebook lecture-notes notes numerical-methods org-mode pde pde-solver scientific-computing teaching
Last synced: 25 Mar 2025
https://github.com/bitkeks/theolog-ss2017
Notizen zur TheoLog-Vorlesung mit Begriffen aus Formale Systeme. Hinweis: die Unterlagen sind für die VL in 2017 und können Fehler enthalten
german lecture-notes logic theoretical-computer-science university
Last synced: 28 Jan 2026
https://github.com/klieret/icsc-paradigms-and-patterns
Slides and exercises for the iCSC lecture "Software Paradigms and Programming Patterns"
design-patterns design-patterns-python icsc icsc2020 lecture lecture-material lecture-notes paradigms
Last synced: 22 Apr 2025
https://github.com/chakravala/Math-Research-Notes
Theorems, Definitions, Papers, Research
latex latex-document lecture-notes math mathematics proof proofs theorem theorems
Last synced: 22 Jul 2025
https://github.com/chakravala/math-research-notes
Theorems, Definitions, Papers, Research
latex latex-document lecture-notes math mathematics proof proofs theorem theorems
Last synced: 25 Oct 2025
https://github.com/jopetty/lecture-notes
A compilation of lecture notes
computer-science latex lecture-notes math mathematics philosophy university
Last synced: 12 Apr 2025
https://github.com/agmarrugo/sensors-actuators
Lecture notes on sensors and actuators using ipython notebooks.
actuators ipython-notebook lecture-notes mechatronics sensor
Last synced: 28 Oct 2025
https://github.com/neonwatty/spectral-clustering-demo
A fun review of spectral clustering with MATLAB demos I made for the NU machine learning meetiup in 2014
clustering-algorithm lecture-notes matlab spectral-clustering
Last synced: 18 Mar 2025
https://github.com/jopetty/coursework-latex
A LaTeX3 meta-class for typesetting lecture notes, problem sets, and other academic documents.
homework latex lecture-notes lualatex xelatex
Last synced: 12 Apr 2025
https://github.com/neonwatty/computational_maths
A short collection of Jupyter notebooks explaining some basic computational math
computation-graph computational-maths computer-science jupyter-notebook lecture-notes mathematics recursive-functions
Last synced: 05 Oct 2025
https://github.com/jeonghunyoon/machine-learning-lecture-notes
Lecture notes and codes for machine learning
data-science decision-tree deep-learning lecture-notes linear-algebra linear-regression lsa machine-learning naive-bayes-classifier statistics
Last synced: 10 Apr 2025
https://github.com/jannes-bantje/LaTeX-WWU
lecture notes written at WWU Münster | PDFs available at:
latex-document latex-pdf latex-wwu lecture-notes
Last synced: 26 Apr 2026
https://github.com/yegor256/osbp
Open Source Best Practices (OSBP), Lecture Notes, Innopolis University
lecture-notes lectures open-source opensource
Last synced: 04 Apr 2025
https://github.com/technologicat/python-3-scicomp-intro
Informal introduction to Python 3 for scientific computing. Course for students and scientists new to Python, but familiar with scientific computing. Also some Racket.
cython git-tutorial introduction lecture-notes numpy-tutorial packaging python python3 scientific-computing software-engineering spyder tutorial version-control
Last synced: 14 May 2025
https://github.com/prash030/atrial_fibrillation_detection_emd
This repository contains code reproducing an existing method to detect atrial fibrillation using empirical mode decomposition of signals. This was a lecture that I gave for graduate-level BioSignal Processing course.
atrial-fibrillation classification ecg electrophysiology empirical-mode-decomposition filter-design lecture-notes lecture-slides powerpoint signal-analysis signal-processing statistical-inference
Last synced: 11 Jul 2025
https://github.com/mseri/hammech20
Lecture Notes for the Hamiltonian Mechanics course
classical-physics hamiltonian-systems lecture-notes mathematics mechanics
Last synced: 01 Feb 2026
https://github.com/mfherbst/aachen_introduction_dftk
A short lecture introducing plane-wave DFT methods and DFTK
density-functional-theory electronic-structure julia lecture lecture-notes plane-wave
Last synced: 13 Jul 2025
https://github.com/yegor256/pmba
Project Management Beyond Agile (Lecture Notes), course for BSc students in Innopolis University, 2023
agile code-ahead lecture-notes lectures pmbok project-management zerocracy
Last synced: 04 Apr 2025
https://github.com/nus-mtp/sashimi-note
A flexible and extensible document viewing and editing platform.
classroom express lecture-notes markdown vuejs2
Last synced: 03 Apr 2025
https://github.com/yegor256/ppa
Practical Program Analysis (academic course) presented in Innopolis University in 2023
course formal-grammar formal-semantics latex lecture-notes program-analysis programming-language
Last synced: 27 Mar 2025
https://github.com/domenicozambella/creche
A Crèche Course in Model Theory. Lecture notes for an introductory (under)graduate couse in model theory
latex-document lecture-notes logic model-theory
Last synced: 29 Oct 2025
https://github.com/yegor256/eqsp
Ensuring Quality in Software Projects: a series of lectures for a few universities
Last synced: 27 Mar 2025
https://github.com/neonwatty/autograd_tutorials
A set of autograd tutorial notebooks
autograd autograd-tutorials automatic-differentiation backpropagation jupyter-notebook lecture-notes
Last synced: 18 Mar 2025
https://github.com/yurm04/cisc2350
The companion repository for Fordham University CISC 2350 Info & Web Programming classes
css fordham-university html5 lecture-notes php
Last synced: 14 Apr 2025
https://github.com/appliedmechanics-eafit/medios_continuos
Material introductorio a Mecánica de los Medios Continuos.
continuum-mechanics jupyter lecture-notes mecanica mechanics medios-continuos notas-de-clase python
Last synced: 05 Apr 2026
https://github.com/bxt/ludus
ludus [ludi, m., o-Dekl.] - Schule, Spiel
academic academic-project algorithms lecture-notes
Last synced: 06 Sep 2025
https://github.com/lapets/sheaf
Sheaf is a representation format and web application for storing and delivering lecture notes in mathematics and computer science.
computer-science content-management lecture-notes mathematics
Last synced: 14 Jul 2025
https://github.com/leriomaggio/develer-data-science
Deep dive into Data Science with Python @ Develer
data-science deep-learning keras keras-tensorflow lecture-notes machine-learning numpy python python3 scikit-learn tutorial
Last synced: 21 Jul 2025
https://github.com/kourouklides/cei_523_2018
CEI 523: Data Science - Fall 2018
computervision datascience deeplearning lecture-material lecture-notes lecture-slides machinelearning
Last synced: 06 Apr 2026
https://github.com/leonard-seydoux/scientific-computing-for-geophysical-problems
Lecture notes and Jupyter notebooks for geophysical problems
ambient-noise data-science geomagnetism inverse-problems ipgp jupyter labs lecture-notes master notebooks python seismic seismology
Last synced: 10 Apr 2025
https://github.com/rambod-rahmani/eth-programming-for-robotics-ros
ETH Programming For Robotics - ROS
lecture-notes lectures linux robotics robotics-control robotics-programming robotics-simulation ros ros-kinetic ubuntu
Last synced: 13 Apr 2025
https://github.com/fuglede/basic-topology
Lecture notes for the Uppsala University course "Basic topology".
Last synced: 13 Oct 2025
https://github.com/aheil/hhn-webdev
Slides and resources for the Web Application Development lecture at Heilbronn University for Applied Sciences.
lecture lecture-material lecture-notes lecture-slides university-course
Last synced: 23 Jan 2026
https://github.com/yegor256/faces
Photos of famous people, which I use in my lecture nodes and some presentations too
Last synced: 18 Jan 2026
https://github.com/maciekt07/lecture-note-generator-poc
📒 A proof-of-concept app that transcribes lecture recordings into text and generates structured academic notes using a local LLM
audio-processing audiototext lecture lecture-notes lecture-transcription llama llama3 local-llm note-taking notes notes-app notes-tool ollama openai-whisper speech-to-text transcription whisper whisper-ai
Last synced: 07 Jul 2025
https://github.com/code-alchemist01/flutter-dersleri
Flutter Öğrenelim
dart dartlang flutter flutter-apps flutter-examples lecture-notes
Last synced: 12 Apr 2025
https://github.com/mc-cat-tty/calcolonumerico
Repo appunti dell'insegnamento di Calcolo Numerico, presso UniMoRe, a.a. 2022-2023
lecture-notes matlab numerical-analysis numerical-methods unimore-informatica
Last synced: 20 Mar 2025
https://github.com/olucaslopes/puc
Academic activities and notes from my graduation in Data Science and Artificial Intelligence at PUC-SP
ciencia-de-dados college data-science lecture-notes puc-sp
Last synced: 23 Mar 2025
https://github.com/pmichaillat/latex-book
Minimalist LaTeX template for academic books
academic bibtex book dissertation latex latex-template lecture-notes minimalist monograph research textbook thesis typography
Last synced: 29 May 2026
https://github.com/hengxin/algorithm-lectures
Lectures for the Algorithm Course
algorithm course lecture-notes
Last synced: 25 Feb 2026
https://github.com/ramazansancar/iulecture
Istanbul University AUZEF Computer Programming and Graphic Design Lecture Notes and Information Repo.
auzef istanbul lecture-notes university
Last synced: 25 Feb 2026
https://github.com/vendramin/galois
Galois Theory (VUB)
algebra book galois-theory lecture-notes math mathematics pdf
Last synced: 07 Feb 2026
https://github.com/yegor256/lecture-notes
LaTeX package for my lecture notes (and some presentations too)
Last synced: 29 Jun 2025
https://github.com/transientlunatic/notes-mathmethods
Notes on mathematical methods for physics
lecture-notes mathematical-methods notes
Last synced: 21 Apr 2026
https://github.com/comfreek/uni-concurrent-systems-summary
Summary for the lecture *Concurrent Systems* (winter term 20/21, FAU Erlangen-Nürnberg) on concurrency, esp. in systems programming
cheatsheet concurrency lecture-notes summary
Last synced: 11 Feb 2026
https://github.com/beingamanforever/discussions-i-took
This repository hosts all the dissusions I took on Machine Learning/ Deep Learning and Theoritical Computer Science, and their materials / notes that I used for the demonstration during the lecture.
deep-learning discussion lecture-notes machine-learning
Last synced: 22 Feb 2026
