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283 search results found

Mit Deep Learning Book Pdf ⭐ 11,564

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Awesome Math ⭐ 7,409

A curated list of awesome mathematics resources

Algorithms ⭐ 6,545

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

Scimlbook ⭐ 1,722

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

Machine_learning_refined ⭐ 1,574

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

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

Awesome Swift Korean Lecture ⭐ 1,264

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

Lectures ⭐ 1,176

Lecture notes for EC 607

Notes ⭐ 1,028

Gate And Cse Resources For Students ⭐ 990

📚 📖 📚CSE GATE Resources for GATE and CSE Aspirants 😎 😁 . Show your ❤️ by ⭐️⭐️

Reinforcement_learning_course_materials ⭐ 857

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

Digital Signal Processing Lecture ⭐ 747

Digital Signal Processing - Theory and Computational Examples

Cs131_notes ⭐ 629

Class notes for CS 131.

Eth Cs Notes ⭐ 487

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

Category Theory Programmers ⭐ 452

Category theory in the context of (functional) programming

Bayes Nn ⭐ 423

Lecture notes on Bayesian deep learning

Lecture notes for a course on cryptography

Dslsofmath ⭐ 387

Domain-Specific Languages of Mathematics

Workshops ⭐ 370

lecture notes for cyberwizard workshops

Fastai Ml Dl Notes Zh ⭐ 350

📖 [译] fast.ai 机器学习和深度学习中文笔记

Scipy Lecture Notes Zh Cn ⭐ 340

中文版scipy-lecture-notes. 网站下线, 以离线HTML的形式继续更新, 见release.

Lawvere ⭐ 281

The collected works of F. W. Lawvere

Learnwebgpu ⭐ 278

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

Awesome Maths Learning ⭐ 269

😎 📜 Collection of the most awesome Maths learning resources in the form of notes, videos and cheatsheets.

18s096sciml ⭐ 268

18.S096 - Applications of Scientific Machine Learning

Roboticsystemsbook ⭐ 246

A working draft of a free undergraduate robotics textbook, collected from lecture notes

Machine Learning Nd ⭐ 235

Udacity's Machine Learning Nanodegree project files and notes.

Ntu Hsuantienlin Ml ⭐ 226

📖 台湾大学林轩田机器学习笔记

C Cpp Notes ⭐ 206

Lecture notes and example code for teaching C & C++

Hott Uf Agda Lecture Notes ⭐ 204

Lecture notes on univalent foundations of mathematics with Agda

Mst Sec Lecture Notes ⭐ 151

📖【停】米斯特白帽培训讲义

Lecture_notes ⭐ 146

Lecture Notes on Computational and Mathematical Population Genetics

Udacity Machine Learning Nanodegree ⭐ 117

All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.

Textmining Tutorial ⭐ 115

(한국어) 텍스트 마이닝을 위한 공부거리들

Fast_campus_algorithm_lecture_notes ⭐ 115

패스트 캠퍼스(Fast Campus) 알고리즘 강의용 저장소입니다.

Quantumalgorithms.org ⭐ 112

This is the repository for https://quantumalgorithms.org

Machine_learning_lectures ⭐ 109

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

Lecture notes for a short course on proving/programming in Coq via SSReflect.

Numerical Methods Pdes ⭐ 106

Jupyter notebook class notes for Numerical Methods for PDEs

Macro_ml ⭐ 104

Course Website on Macroeconomic Analysis with Machine Learning and Big Data

6.892 Public ⭐ 99

Course information for 6.892 (Spring 2017)

Lecturenotes ⭐ 97

My lecture notes Rmd template

Climatemodeling_courseware ⭐ 94

A collection of interactive lecture notes and assignments in Jupyter notebook format.

Pandoc Lecture ⭐ 84

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.

Nus Notes Cheatsheets ⭐ 82

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

Deep Learning Notes ⭐ 78

My CS231n lecture notes

Scipy Lectures.github.com ⭐ 75

Webpages hosting for the Scientific Python Lectures

Hwsec_lecture_notes ⭐ 74

Lecture notes for the Hardware and Embedded Systems Security lecture

Symbolic Execution Tutorial ⭐ 73

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

Psu Openfoam Course Notes ⭐ 71

Lecture notes on OpenFOAM by Dr. Xiaofeng Liu at Penn State University

Fastai Num Linalg V2 Zh ⭐ 69

📖 [译] fast.ai 数值线性代数讲义 v2

Cs132 Geometric Algorithms ⭐ 68

Lecture notes for CS132

Uw Course Notes ⭐ 66

some lecture notes from the University of Waterloo.

Awesome Nlp Research ⭐ 63

Cpython Internals Lecture Notes ⭐ 63

CPython Internals 学习笔记

Unofficial repository for Yildiz Technical University, Computer Engineering. Contains: Lecture Notes + Slides + Homeworks + Examples

Awesome Physics Learning ⭐ 61

😎 🌌 Collection of the most awesome Physics learning resources in the form of notes, videos and cheatsheets.

Ethz_cs_summaries ⭐ 60

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

Genbioconductor ⭐ 58

Materials for Genomics Data Science: Introduction to Bioconductor

A Semi-Supervised Learning package for the R programming language

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

Econ5121a ⭐ 56

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

Design And Analysis Of Experiments ⭐ 56

Lecture Notes on Design & Analysis of Experiments

Learnwebgpu Code ⭐ 55

The accompanying code of the Learn WebGPU for C++ web book

Schuller Geometric ⭐ 54

Source code for lecture notes

Computational Intelligence ⭐ 53

Spare material for Computational Intelligence 01URROV @ Politecnico di Torino

18.065_lecture_notes ⭐ 52

lecture notes of "Matrix Methods in Data Analysis, Signal Processing, and Machine Learning"

Cambridgemathematicspartiii ⭐ 52

Juho Hirvonen and Jukka Suomela: Distributed Algorithms 2020

Latex Lecture Notes Class ⭐ 49

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.

Financialeconometrics ⭐ 47

Financial Econometrics (MSc, Julia code)

Mit 6.s094 Deep Learning For Self Driving Cars ⭐ 47

Studyplanner ⭐ 46

A python script that helps students study throughout the semester, instead of having to cram before exams.

My Stuff To Share ⭐ 46

Miscellanea to share, including: scripts, advices, codes, etc.

Applied_ml_fundamentals ⭐ 45

📔 DHBW Lecture Notes "Applied ML Fundamentals" 🤖

Ytuce Lectures ⭐ 43

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

Lectures And Homeworks ⭐ 43

📚 A place for all supplementary materials like slides, homework assignments etc.

Stats331 ⭐ 42

Lecture notes for an introductory undergraduate course in Bayesian Inference

Probability Theory Lecture Notes ⭐ 41

Lecture notes of Probability Theory.

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

Bestofml ⭐ 40

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

Algorithms ⭐ 39

lecture notes for the algorithms class together with most of the programs

Sicp Py Zh ⭐ 39

📖 [译] UCB CS61a SICP Python 描述中文版

Fintel Heim Intensional Notes ⭐ 39

Lecture notes on intensional semantics by Kai von Fintel and Irene Heim

My attempt at researching Quantum Mechanics & Quantum Computing.

Littlebirdy ⭐ 36

PDF password removal utility

Lecture notes (in IPython Notebook format) on Reproducible Science And Modern Scientific Software

Python Lectures ⭐ 35

Python Notes For Computer Science Students . Open for Collab

Lecture notes at SJTU

Loda Lecture Notes On Data Analysis ⭐ 32

Lecture notes and excercises for data analysis in python. Includes introduction to Python, Numpy, Scipy, Scikit-Learn, SimpleCV. Topics Supervised/Unsupervised Learning, Signal Analysis, Image Analysis, Text and Web-Media Analysis

Syde 522 ⭐ 32

Tutorials and Lecture notes for SYDE 522

Hdtt2020 Notes ⭐ 32

2018 Datascience Lectures ⭐ 31

Lecture content for Intro to Data Science 2018

Lecture Notes In Population Genetics ⭐ 29

LaTeX and associated files for lecture notes used in EEB 5348 at the University of Connecticut

A repository for lecture notes and gists

Course_julia_day ⭐ 29

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

Python Data Science ⭐ 28

Lecture notes and materials for Python Data Science course

Data Science Methods ⭐ 27

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

Cs228 Notes ⭐ 27

Lecture notes on probabilistic graphical modeling, based on Stanford CS228 (work in progress!)

Statistics Lecture Notes Potsdam ⭐ 27

Lecture notes from a statistics course I teach at Potsdam

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