Numpy-Torch Basic
Numpy Torch Conversion, Basic
Category
- machinelearning 48
- housechores 29
- setup 28
- imagesignalprocessing 26
- book 25
- language 24
- blog 17
- cuda 9
- dataanalysis 6
- python 3
- stock 1
- linearalgebra 1
machinelearning
Class Activation Map, CAM
CAM(Class Activation Map), Grad-CAM, XAI(Explainable AI)
GAN Papers
GAN Paper List
Class Activation Map, CAM
CAM(Class Activation Map), Grad-CAM, XAI(Explainable AI)
[Study Summary] Activation Functions
Activation Functions for machine learning
ResNet
Legend 13 (Image) Voice Transciption
ResNet - loss landscape
Legend 13 (Image) Voice Transciption
VGGNet
Legend 13 (Image) Voice Transciption
InceptionNet
Legend 13 (Image) Voice Transciption
ImageNet
Legend 13 (Image) Voice Transciption
CNN
Legend 13 (Image) Voice Transciption
Paper - UNet++
Paper Review
Deep learning, 1-1. 선형회귀
Deep learning Note
Machine Learning, Super Resolution
AI & Super Resolution Paper Review and Code
AI Deep Dive, Chapter 9. 왜 RNN보다 트랜스포머가 더 좋다는 걸까?
AI Deep Dive Note
AI Deep Dive, Chapter 8. 왜 CNN이 이미지 데이터에 많이 쓰일까?
AI Deep Dive Note
AI Deep Dive, Chapter 7. 깊은 인공신경망의 고질적 문제와 해결 방안 02. vanishing gradient의 해결방안 ReLU
AI Deep Dive Note
AI Deep Dive, Chapter 7. 깊은 인공신경망의 고질적 문제와 해결 방안 01. 직관적으로 이해하는 vanishing gradient (식당, 대기업, 스타트업)
AI Deep Dive Note
AI Deep Dive, Chapter 6. 인공신경망 그 한계는 어디까지인가? 03. Beautiful Insights for ANN (AI가 스스로 학습을 한다는 것의 실체는)
AI Deep Dive Note
AI Deep Dive, Chapter 6. 인공신경망 그 한계는 어디까지인가? 02. Universal Approximization Theorem (실습을 통한 확인)
AI Deep Dive Note
AI Deep Dive, Chapter 6. 인공신경망 그 한계는 어디까지인가? 01. Universal Approximization Theorem (왜 하필 인공신경망인가)
AI Deep Dive Note
AI Deep Dive, Chapter 5. 이진 분류와 다중 분류 06. Summary (인공신경망에 대한 정리)
AI Deep Dive Note
AI Deep Dive, Chapter 5. 이진 분류와 다중 분류 04. 인공신경망은 MLE 기계다
AI Deep Dive Note
AI Deep Dive, Chapter 5. 이진 분류와 다중 분류 03. MSE vs likelihood(왜 log-likelihood를 써야할까?)
AI Deep Dive Note
AI Deep Dive, Chapter 5. 이진 분류와 다중 분류 02. Sigmoid를 이용한 이진분류
AI Deep Dive Note
AI Deep Dive, Chapter 5. 이진 분류와 다중 분류 01. 선형분류와 퍼셉트론
AI Deep Dive Note
AI Deep Dive, Chapter 4. 딥러닝, 그것이 알고싶다 03. 행렬미분을 이용한 Backpropagation
AI Deep Dive Note
AI Deep Dive, Chapter 4. 딥러닝, 그것이 알고싶다 02. Backpropagation 깊은 인공신경망의 학습
AI Deep Dive Note
AI Deep Dive, Chapter 4. 딥러닝, 그것이 알고싶다 01. MLP, 행렬과 벡터로 나타내기 & 왜 non-linear activation이 중요할까
AI Deep Dive Note
AI Deep Dive, Chapter 3. 왜 우리는 인공신경망을 공부해야 하는가? 08. Adam (Adaptive Moment Estimation)
AI Deep Dive Note
AI Deep Dive, Chapter 3. 왜 우리는 인공신경망을 공부해야 하는가? 07. Moment vs RMS Prop
AI Deep Dive Note
AI Deep Dive, Chapter 3. 왜 우리는 인공신경망을 공부해야 하는가? 06. Mini-batch SGD
AI Deep Dive Note
AI Deep Dive, Chapter 3. 왜 우리는 인공신경망을 공부해야 하는가? 05. GD vs SGD (Stochastic Gradient descent)
AI Deep Dive Note
AI Deep Dive, Chapter 3. 왜 우리는 인공신경망을 공부해야 하는가? 04. 가중치 초기화 기법 정리
AI Deep Dive Note
AI Deep Dive, Chapter 3. 왜 우리는 인공신경망을 공부해야 하는가? 02. 선형 회귀, 개념부터 알고리즘까지 step by step
AI Deep Dive Note
AI Deep Dive, Chapter 3. 왜 우리는 인공신경망을 공부해야 하는가? 01. 인공신경망, weight와 bias의 직관적 이해, 인공신경망은 함수다
AI Deep Dive Note
AI Deep Dive, Chapter 2. 왜 현재 AI가 가장 핫할까? 05. 강화학습
AI Deep Dive Note
AI Deep Dive, Chapter 2. 왜 현재 AI가 가장 핫할까? 04. 자기지도학습
AI Deep Dive Note
AI Deep Dive, Chapter 2. 왜 현재 AI가 가장 핫할까? 03. 머신러닝의 분류, 지도학습과 비지도학습
AI Deep Dive Note
AI Deep Dive, Chapter 2. 왜 현재 AI가 가장 핫할까? 02. 딥러닝의 활용 CNN, RNN, GAN
AI Deep Dive Note
AI Deep Dive, Chapter 2. 왜 현재 AI가 가장 핫할까? 01. AI vs ML vs DL (Rule-based vs Data-based)
AI Deep Dive Note
AI Deep Dive, Chapter 1. 딥러닝을 위한 필수 기초 수학
AI Deep Dive Note
Data Source
Data sources
housechores
Shopping, Cloth
브랜드 리스트, 옷
Facial Care
Facial Care, Medical Items
Bank
은행 업무 관련 정보 모음
mp3 file metadata edit
mp3 file metadata edit
인터넷, 통신사
Internet, 통신사 비교
Tax
Tax
PC Maintenance
PC Maintenance
Interior
Interior
업체, 학교, 학회 정보
국내 AI 업체, 학과 정보
Gardening App.
Picture This
Trip course
Trip course
다이어트 관련
다이어트 관련
PERM
PERM 빨리 푸는 법
Cleaning, Daily routine
Cleaning Daily routine, time record
차량관리, 아이나비 네비게이션 업데이트
차량관리, 아이나비 네비게이션 업데이트
Phone Network
Phone renew, network error
신세계상품권 SSG 포인트 변환 및 사용
신세계 상품권 SSG 포인트 변환 및 사용, 어플
Car, Maintenance
Car Navigation 매립 방법
Cleaning, Shoe
Cleaning Shoe Record
Cleaning, Bathroom
Cleaning Knowhow
Foot Care
Foot Care Items
Shopping List Memo
Shopping Memo, 다 써가는 아이템
App
Apps
Site, Misc.
Site address, Misc.
Recipe, Frequently Used
자주 먹는 음식
Laundry
youtube clip summary
Home trainig
home training youtube clips
Food Shopping and Storage Consideration
food shopping and storage method
Cooking
random menu generation using Flask, crawling recipe of random menu from 만개의 레시피
setup
CMake
CMake
Qt for Linux
Qt for Linux
visual studio dll generation
dll generation using visual studio
How to install VS Code in Ubuntu
Code editor made by Microsoft
How to make tensorflow, pytorch, gpu, cuda
How to setup environment for Machine Learning
How to make .sh
.sh file to run script automatically
How to install PDFTK, pdftoppm, Tesseract OCR
PDFTK: 병합, 분할, 회전, 암호화 등, PDFtoPPM: 이미지(png) 변환, Optical Character Recognition
How to install openGL
openGL in Ubuntu, graphics library and API used for creating and manipulating 2D and 3D graphics.
How to install chrome
chrome browser in Ubuntu
How to install VLC
DVD media player in Ubuntu
How to install OBS Studio
Screen and sound record in Ubuntu
How to install Handbreak
DVD backup PC in Ubuntu
How to install Lollypop
Music Player in Ubuntu
How to install Xournal++ in Ubuntu
Digital note taking tool
How to install Windows
Windows 11 from Microsoft
Linux Terminal Command
Terminal command, frequently used
How to install Typora in Ubuntu
Markdown editor
How to install Flameshot in Ubuntu
Screenshot tool
How to install and use Docker in Ubuntu
Containerization platform, Container Engine
How to install Python using VS Code in Ubuntu
Programming language
How to install 3D Slicer in Ubuntu
Medical image processing software
How to install Ubuntu
Free and open-source Linux distribution based on Debian
How to install powershell in Ubuntu
Command-line tool available on various platforms
How to install Github Desktop in Ubuntu
Simplified Git management tool
How to install Beyond Compare in Ubuntu
File and folder comparison tool
How to install 7zip in Ubuntu
File compression program
imagesignalprocessing
Intel IPP(Integrated Performance Primitives)
How to use Intel IPP
Open CV Getting Started
Open CV References
A Trip Down The Graphics PipleLine, Preface
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 20. Farewell to FORTRAN
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 19. Backface Culling Snag
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 18. The Homogeneous Perspective Transform
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 17. Hyperbolic Interpolation
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 17. Grandpa, What Does Viewport Mean?
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 15. Subpixelic Particles
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 14. Pixel Coordinates
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 13. Line Clipping
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 12. The Ultimate Design Tool
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 11. Optimal Tubes
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 10. Fractional Invisibility
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 09. The Three-Dimensional Kaleidoscope
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 08. Where Am I? What Am I Looking At?
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 07. Things I Hope Not to See or Hear at SIGGRAPH
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 06. Me and My (Fake) Shadow
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 05. How to Write a Paper for SIGGRAPH
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 04. Platonic Solids
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 03. Nested Transformations and Blobby Man
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 02. What, Teapots Again?
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
A Trip Down The Graphics PipleLine, Chapter 01. How Many Ways Can You Draw a Circle?
A Trip Down The Graphics PipleLine, Jim Blinn’s Corner
DICOM
DICOM 의료 영상 데이터를 저장하고 전송하기 위한 표준 파일 형식 의료 영상을 디지털 형식으로 저장하고 공유하는 데 사용 다양한 의료 기기(X-ray, CT 스캔, MRI, 초음파 등)와 시스템 간에 데이터를 교환하는 데 쓰임 국제표준 DIC...
NRRD
NRRD (Nearly Raw Raster Data) 의료 영상(CT, MRI) 분야에서 널리 사용되는 파일 형식 Raster Data(3D Volume) + Metadata Metadata Examples Essential: ...
Scan Clip
scanClip scanClip은 3D 볼륨 의료 이미지에서 특정 관심 영역(ROI)을 잘라내거나 추출하는 과정이나 소프트웨어 도구를 나타냅니다. 이는 분석이나 시각화를 위해 특정 영역에 집중하는 데 사용됩니다.
book
Rewinding World History, China
거꾸로 읽는 세계사, 유시민
Rewinding World History, Great Depression
거꾸로 읽는 세계사, 유시민
Rewinding World History, Russia
거꾸로 읽는 세계사, 유시민
Rewinding World History, Sarajevo
거꾸로 읽는 세계사, 유시민
2014 신춘문예당선시집
2014 신춘문예당선시집
1리터의 눈물
1리터의 눈물
Trend Korea 2022
Trend Korea 2022
한국인이 사랑하는 세계의 명시
Poem Collection
Basic Art Series - Antoni Gaudi Works 1
Basic Art Series - Antoni Gaudi, Work
Time 100: The Most Important People of the Century
Time 100: The Most Important People of the Century
Jean-Baptiste Sartre
프랑스의 철학자이자 소설가, 극작가. 실존주의
Sigismund Schlomo Freud
오스트리아 빈 출신의 정신과 의사, 의학자, 생리학자, 심리학자, 철학자이며 정신분석학의 창시자
Dialectic Materialism
변증법적 유물론(독일어: Dialektischer Materialismus, 러시아어: диалектический материализм, 영어: dialectical materialism)은 카를 마르크스, 프리드리히 엥겔스, 블라디미르 레닌, 이오시프 스탈린의 순으로 이어진 마르...
Dialectic
변증법이란 이성적 주장을 통해 진리를 확립하고자 하는, 주제에 대해 서로 다른 견해를 가진 두 명 이상의 사람들 사이의 담론이다. 비슷한말은 대화법, 문답법이다. 모순을 통해 진리를 찾는 철학방법이다.
Deduction and Induction
연역법, 귀납법
Basic Art Series - Rene Magritte
Basic Art Series - Rene Magritte
Anger - Thich Nhat Hanh
Anger - Thick Nhat Hanh
Basic Art Series - Claude Monet
Basic Art Series - Claude Monet
Basic Art Series
Basic Art Series
Basic Art Series - Auguste Renoir
Basic Art Series - Auguste Renoir
Basic Art Series - Antoni Gaudi
Basic Art Series - Antoni Gaudi
Basic Art Series - Edgar Degas
Basic Art Series - Edgar Degas
아, 보람 따위 됐으니 야근수당이나 주세요
아, 보람 따위 됐으니 야근수당이나 주세요
readITzine #5, #6
readITzine #5, #6 도서 추천 및 기억에 남는 문구
Rewinding World History, Dreyfus
거꾸로 읽는 세계사, 유시민
language
Tesseract OCR and OpenCV in Ubuntu
Create cpp and build it using tesseract OCR and openCV in ubuntu
Translate pdf, site
Pdf translate site
Cracking the Coding Interview, 6th edition, Introduction, 6. Big O
Cracking the Coding Interview, 189 Programming Questions & Solutions, Grale Laakmann McDowell
Cracking the Coding Interview, 6th edition, Introduction, 5. Behavioral Questions
Cracking the Coding Interview, 189 Programming Questions & Solutions, Grale Laakmann McDowell
Cracking the Coding Interview, 6th edition, Introduction, 4. Before the Interview
Cracking the Coding Interview, 189 Programming Questions & Solutions, Grale Laakmann McDowell
Cracking the Coding Interview, 6th edition, Introduction, 3. Special Situations
Cracking the Coding Interview, 189 Programming Questions & Solutions, Grale Laakmann McDowell
Cracking the Coding Interview, 6th edition, Introduction, 2. Behind the Scenes
Cracking the Coding Interview, 189 Programming Questions & Solutions, Grale Laakmann McDowell
Cracking the Coding Interview, 6th edition, Introduction, 1. The Interview Process
Cracking the Coding Interview, 189 Programming Questions & Solutions, Grale Laakmann McDowell
C++ Update after 2007
2007년 이후 C++ 표준 업데이트 내역
Data Structure, Linked List
Introduction to Linked List
The essentials of C++, Chapter 12 Miscellaneous C++ Topics
The Essentials of C++, David hunter
The essentials of C++, Chapter 11 Input and Output
The Essentials of C++, David hunter
The essentials of C++, Chapter 10 Templates
The Essentials of C++, David hunter
The essentials of C++, Chapter 09 Inheritance
The Essentials of C++, David hunter
The essentials of C++, Chapter 08 Classes and Objects
The Essentials of C++, David hunter
The essentials of C++, Chapter 07 Working with Character Strings
The Essentials of C++, David hunter
The essentials of C++, Chapter 06 Preprocessor Directives and Header Files
The Essentials of C++, David hunter
The essentials of C++, Chapter 05 Function Structures
The Essentials of C++, David hunter
The essentials of C++, Chapter 04, Further study and Practice
The Essentials of C++, David hunter
The essentials of C++, Chapter 04 Pointer and Reference Types
The Essentials of C++, David hunter
The essentials of C++, Chapter 03 Non-Primitive Data Types
The Essentials of C++, David hunter
The essentials of C++, Chapter 02 Control Structures
The Essentials of C++, David hunter
The essentials of C++, Chapter 01 Language Fundamentals
The Essentials of C++, David hunter
시나공토익 950 실전 모의고사 시즌2
모의고사 12세트, 2400제
blog
How to add various character & style
특수 기호, 스타일
How to add youtube clip on a post
Work Instruction
How to add table on a post
Work Instruction
How to add TOC(table of contents) on a post
Work Instruction
How to add sidebar using categories
Work Instruction
How to add search on navigation
Work Instruction
How to add portfolio(single page in main navigation)
Work Instruction
How to add notice(emphasize paragraph) on a post
Work Instruction
How to add image on a post
Work Instruction
How to add google analytics
Work Instruction
How to change font on a post
Work Instruction
How to add equation on a post
Work Instruction
How to fix code highlight(python)
동작성 확인을 하지 못하였으나 어느새 동작 함 Code highlight Failure (Python) template doesn’t support python code highlight Install ruby and plug-in(jekyll-pygments) ...
How to add category and tag on navigation
Work Instruction
How to enable/disable author profile
Work Instruction
How to review updated post (webserver local hosting)
Work Instruction
How to generate, delete and enter github blog
Generating github blog Go to template link https://github.com/topics/jekyll-theme Folk Change repository name to (my ID).github.io
cuda
python and cpp dll, cu dll
cpp dll, cu dll and python
Programming Terminology, Build, Compile, Extension
extension descriptions
cuda nvcc help
cuda compiler, nvcc
CUDA Environment setup, Window
CUDA Environment Setup, window
python, c, cuda, pycuda and embedded python
python, cpp, cuda, embedded python conversion sample code
CUDA Study Materials
CUDA Study Materials, Pdf, lecture, spec., sample code
CUDA Environment setup, Ubuntu
CUDA Environment Setup
dataanalysis
Statistical Analysis
데이터 과학 기반의 파이썬 빅데이터 분석
Data Analysis
데이터 과학 기반의 파이썬 빅데이터 분석
Crawling with API using Public Information API
공공데이터 API 기반 크롤링
Crawling with API using Naver API
네이버 API를 이용한 웹크롤링
python
Optical Character Recognition
Optical Character Recognition
Python Basic
Part 02 빅데이터 분석 - 준비
stock
Stock Monitoring
Stock monitoring
linearalgebra
PCA
Principal Component Analysis