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 - Size: 41.6 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 13,253 - Forks: 2,780

rossant/awesome-math

A curated list of awesome mathematics resources

Language: Python - Size: 322 KB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 9,592 - Forks: 1,007

jeffgerickson/algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

Size: 96 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 7,971 - Forks: 1,015

ShiqiYu/CPP

Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.

Language: C++ - Size: 217 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2,303 - Forks: 372

SciML/SciMLBook

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

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ClintJang/awesome-swift-korean-lecture

훌륭한 Swift 세션 동영상(강좌), 한글 자막있는 혹은 한국어 강의 정보 링크 모음 (Awesome Swift Korean lecture information)

Language: Swift - Size: 377 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 1,347 - Forks: 222

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

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spatialaudio/digital-signal-processing-lecture

Digital Signal Processing - Theory and Computational Examples

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dcetin/eth-cs-notes

Lecture notes and cheatsheets for Master's in Computer Science at ETH Zurich

Language: TeX - Size: 6.51 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 561 - Forks: 82

jwbuurlage/category-theory-programmers

Category theory in the context of (functional) programming

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eliemichel/LearnWebGPU

Learn to use WebGPU for native graphic applications in C++

Language: C++ - Size: 159 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 491 - Forks: 73

apachecn/fastai-ml-dl-notes-zh

:book: [译] fast.ai 机器学习和深度学习中文笔记

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mitmath/18S096SciML

18.S096 - Applications of Scientific Machine Learning

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apachecn/ntu-hsuantienlin-ml 📦

:book: 台湾大学林轩田机器学习笔记

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martinescardo/HoTT-UF-Agda-Lecture-Notes

Lecture notes on univalent foundations of mathematics with Agda

Language: Agda - Size: 5.8 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 227 - Forks: 20

wizardforcel/mst-sec-lecture-notes

:book:【停】米斯特白帽培训讲义

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sara-venkatraman/LaTeX-Templates

Commented templates for CVs, homework, lecture notes, presentations, research papers, and essays, with commands for math/statistics symbols

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lovit/textmining-tutorial

(한국어) 텍스트 마이닝을 위한 공부거리들

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zhuhanming/nus-notes-cheatsheets

Notes and cheatsheets from NUS modules taken as part of the Computer Science curriculum.

Size: 34.2 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 190 - Forks: 30

ndrplz/machine_learning_lectures

Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.

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cpeikert/TheoryOfCryptography

Lecture notes for Chris Peikert's graduate-level Theory of Cryptography course

Language: TeX - Size: 36.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 140 - Forks: 32

eliemichel/LearnWebGPU-Code

The accompanying code of the Learn WebGPU C++ programming guide

Size: 90.7 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 137 - Forks: 31

ercoppa/symbolic-execution-tutorial

Tutorial on Symbolic Execution. Hands-on session is based on the angr framework.

Language: Python - Size: 2.92 MB - Last synced at: 7 days ago - Pushed at: almost 4 years ago - Stars: 131 - Forks: 18

rainyear/CPython-Internals-Lecture-Notes

CPython Internals 学习笔记

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OpenCoreCH/ethz_cs_summaries

Summaries / Cheat Sheets created at ETH Zurich BsC Computer Science & MsC Data Science

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cpp-for-yourself/lectures-and-homeworks

📚 A place for all lecture scripts, projects etc. for the "C++ for yourself" course

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yangycpku/macro_ML

Course Website on Macroeconomic Analysis with Machine Learning and Big Data

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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.

Language: Lua - Size: 855 KB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 101 - Forks: 18

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.

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wizardforcel/nyu-mlif-notes

:book: NYU 金融机器学习 中文笔记

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Nikolay-Lysenko/readingbricks

A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.

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apachecn/fastai-num-linalg-v2-zh

:book: [译] fast.ai 数值线性代数讲义 v2

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mgimond/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

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zhentaoshi/Econ5121A

Econ5121A@CUHK. This is an open-source writing project.

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apachecn/sicp-py-zh 📦

:book: [译] UCB CS61a SICP Python 描述 中文版

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Yale-LILY/Awesome-NLP-Research

Size: 467 MB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 82 - Forks: 15

suomela/da2020

Juho Hirvonen and Jukka Suomela: Distributed Algorithms 2020

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ymerkli/eth-summaries

Summaries and study materials I've written over the course of my studies at ETH Zurich

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yegor256/ssd16

16 lectures about "Software Systems Design" presented in Innopolis University in 2021 for 3rd year BSc students

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abogatskiy/Geometry-Autistic-Intro

Comprehensive open source book on basic topology, smooth manifolds, differential geometry, Lie theory, homological algebra, and index theory.

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squillero/computational-intelligence

Spare material for Computational Intelligence 01URROV @ Politecnico di Torino

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init27/MIT-6.S094-Deep-Learning-for-Self-Driving-Cars

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jskherman/jsk-lecnotes

A lecture notes template in Typst.

Language: Typst - Size: 77.1 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 52 - Forks: 1

ytuozguryazilim/Ytuce-Lectures

Yildiz Teknik Unv. Bilgisayar Mühendisliği ile ilgili ödev,ders notu, sinav sorulari, lablarin iceriginin bulunduğu repo.

Size: 185 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 50 - Forks: 18

yegor256/sqm

Lecture Notes for "Software Quality Metrics" course in HSE University, 2023-2024

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DaWe1992/Applied_ML_Fundamentals

📔 DHBW Lecture Notes "Artificial Intelligence and Machine Learning" 🤖

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mfherbst/bash-course

Material for the advanced bash scripting course at Heidelberg University

Language: Shell - Size: 4.04 MB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 47 - Forks: 23

cpeikert/LatticesInCryptography

Lattices in Cryptography (University of Michigan)

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nesfit/IW5

Lectures and computer labs storage for IW5 course at FIT VUT.

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bumic/bestofml

A repository for sharing best of resources for learning the current state of the art in machine learning. Join our Facebook group:

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yegor256/painofoop

Object-oriented programming is a pain if we do it wrong: Lecture Notes for a BSc course

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jbramburger/Data-Science-Methods

This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

Language: MATLAB - Size: 21.2 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 39 - Forks: 9

mfherbst/course_julia_day

Notes for getting to know the Julia programming language in one day.

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ettersi/ComputationalMathematics

Lecture slides and homework assignments for MA5233 Computational Mathematics at the National University of Singapore.

Language: Julia - Size: 17.9 MB - Last synced at: 21 days ago - Pushed at: over 4 years ago - Stars: 38 - Forks: 14

shadmehr-salehi/Python-Lectures

Python Notes For Computer Science Students . Open for Collab

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safakkbilici/Deep-Learning-Lecture-2020-2021-First-Term

Skylab Deep Learning Lecture Notes | 2020-2021 First Term.

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datascience-course/2018-datascience-lectures

Lecture content for Intro to Data Science 2018

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IAS-Uni-Siegen/EMD_course

Fundamentals of electrical machines and drives course material

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SingularisArt/notes

A collection of all my notes. School lecture notes, book notes, journal template, and khan academy notes.

Language: TeX - Size: 10.7 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 4

changwookjun/learningspoons

nlp lecture-notes and source code

Language: Jupyter Notebook - Size: 168 MB - Last synced at: 6 days ago - Pushed at: almost 6 years ago - Stars: 31 - Forks: 14

mfherbst/awk-course

Material for the "Introduction to awk programming" course at Heidelberg University

Language: Awk - Size: 1.16 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 30 - Forks: 10

ftsrg-edu/swsv-labs

Lab materials for the Software and Systems Verification (VIMIMA01) course

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jcponce/jcponce.github.io

Mathematics projects in p5js, Mathbox, MathCell and more

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defeo/MathematicsOfIBC

Lecture notes on the Foundations of Isogeny-based Cryptography

Language: TeX - Size: 7.56 MB - Last synced at: about 1 hour ago - Pushed at: 8 months ago - Stars: 28 - Forks: 4

philippwulff/TUM_RCI

Lecture Notes for Robotics, Cognition, Intelligence @ TUM

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courses-at-nju-by-hfwei/problem-solving-class-lectures

Lectures for the "Problem Solving" Class at Nanjing University.

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jyheo/android-lecture

android lecture notes

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pullynnhah/100DaysOfCode

Complete version on my 100days repo.

Language: Python - Size: 19.1 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 25 - Forks: 18

FireDynamics/LectureFireSimulation

Lecture and exercise notes on fire simulations

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hyzhak/cs231n-lecture-notes

my lecture notes of cs231n of Andrej Karpathy

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ettersi/NumericalAnalysisII

Lecture slides and homework assignments for MA3227 Numerical Analysis II at the National University of Singapore.

Language: Julia - Size: 23 MB - Last synced at: 21 days ago - Pushed at: about 4 years ago - Stars: 24 - Forks: 5

courses-at-nju-by-hfwei/discrete-math-lectures

Lectures on Discrete Mathematics @ software.nju.edu.cn

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srghma/category-theory-bartosz-milewski-lecture-notes

Category theory for programmers lecture notes

Size: 145 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 23 - Forks: 6

voletiv/2017-IIITH-summer-school-notes

My notes during the 2017 IIIT Hyderabad Summer Schools on Computer Vision and Machine Learning

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ryogrid/CMU_lecture_DATABASE_SYSTEMS_materials

lecture materials of https://15445.courses.cs.cmu.edu/fall2021/

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avivace/compsci

Lecture notes, projects, and more resources on the courses I attended for my Bachelor's and Master's degrees in Computer Science

Language: Python - Size: 7.34 MB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 22 - Forks: 7

mseri/AoM

Lecture notes of the course Analysis On Manifolds

Language: TeX - Size: 8.39 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 21 - Forks: 7

a-vodka/dv

Data Visualization Course

Language: Python - Size: 133 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 21 - Forks: 1

mgrabovsky/fm-notes

Unassorted scribbles on formal methods, type theory, category theory, and so on, and so on

Language: Coq - Size: 218 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 2

inducer/numpde-notes

Slides/notes and Jupyter notebook demos for an introductory course of numerical methods for PDEs

Language: Jupyter Notebook - Size: 19.7 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 8

IAS-Uni-Siegen/PE_course

Fundamentals of power electronics course

Language: TeX - Size: 23.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 18 - Forks: 4

anton-petrunin/birkhoff

Euclidean plane and its relatives; a minimalist introduction.

Language: TeX - Size: 21.6 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 18 - Forks: 2

upenn-cis198/lecture1

High level overview of Rust

Size: 538 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 2

nicklalone/CIS---102---Getting-Started-with-Video-Game-Development

CIS 102 - Getting Started with Video Game Development

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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

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mnassar/deeplearninghandbook

Lecture Slides and Programming Exercises that may help study the deep learning book by Goodfellow, Bengio and Courville.

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chakravala/Math-Research-Notes

Theorems, Definitions, Papers, Research

Language: TeX - Size: 1.38 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 17 - Forks: 4

klieret/icsc-paradigms-and-patterns

Slides and exercises for the iCSC lecture "Software Paradigms and Programming Patterns"

Language: TeX - Size: 1.57 MB - Last synced at: 21 days ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 4

alexanderknop/I2DM

The lecture notes for my discrete mathematics classes.

Language: TeX - Size: 56.2 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 5

marcelmittelstaedt/BigData

Lecture: Big Data

Language: HTML - Size: 588 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 15 - Forks: 12

jopetty/lecture-notes

A compilation of lecture notes

Language: TeX - Size: 13.4 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 15 - Forks: 4

davidawad/Codecademy-Resources

A small repo of resources for my lecture students.

Language: HTML - Size: 11.3 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 15 - Forks: 1

Sh3b0/Courses

Open-sourcing my Bachelor and Master coursework

Size: 185 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 14 - Forks: 1

agmarrugo/sensors-actuators

Lecture notes on sensors and actuators using ipython notebooks.

Language: Jupyter Notebook - Size: 711 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 9

ftsrg-edu/lecture-notes

Some lecture notes of the research group

Size: 1000 Bytes - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 1

yegor256/osbp

Open Source Best Practices (OSBP), Lecture Notes, Innopolis University

Language: TeX - Size: 51 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 13 - Forks: 0

jopetty/coursework-latex

A LaTeX3 meta-class for typesetting lecture notes, problem sets, and other academic documents.

Language: TeX - Size: 2.03 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 7

neonwatty/computational_maths

A short collection of Jupyter notebooks explaining some basic computational math

Language: Jupyter Notebook - Size: 128 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 4

mfherbst/aachen_introduction_dftk

A short lecture introducing plane-wave DFT methods and DFTK

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kaan-keskin/introduction-to-kubernetes

Introduction to Kubernetes Lecture Notes from Kaan Keskin and Sezen Erdem.

Size: 4.95 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 4