Categories

python

• asyncio의 queue를 써보자 07 Aug 2018
• OpenCV image 또는 PIL image와 BytesIO 연동 25 Apr 2018
• Python debug flag 04 Apr 2018
• list에 관해서 궁금증 해결 09 Mar 2018
• __repr__, __dict__ 12 Feb 2018
• List와 tuple의 차이 22 Dec 2017
• Python Threading 01 Sep 2017
• jpeg 다운 및 저장 28 Apr 2017
• Python에서 현재 프레임 정보 가져오기 27 Apr 2017
• Decorator - 꾸며보자! 25 Dec 2016
• groupby로 list 내부에 그룹을 지어보자! 25 Nov 2016
• os 모듈 자주 쓰는거 정리 22 Nov 2016
• python 가상환경 만들기 17 Nov 2016
• Python Class Master 13 Nov 2016
• Python custom class에서 array처럼 접근하기! 13 Nov 2016
• MetaClass - class의 class! 13 Nov 2016
• kargs, args 12 Nov 2016
• __str__, __repr__ 차이 10 Nov 2016
• unittest로 안전한 코드 관리를~ 28 Oct 2016
• class attribute v.s. instance attribute 27 Oct 2016
• cProfile 사용법 17 Aug 2016
• Python 기초 - codecademy 09 Aug 2016
• Python에 static variable을 만들어보자! 08 Aug 2016
• Iterator & generator 08 Aug 2016
• Coroutine 08 Aug 2016
• call by ref? value? 01 Aug 2016

python design pattern

• command pattern 11 Nov 2016
• decorator pattern 10 Nov 2016
• observer pattern 09 Nov 2016
• Strategy pattern 08 Nov 2016
• MVC pattern 10 Oct 2016

neural network

• 02. svm 구현 12 Jan 2017
• 01. softmax classifier와 neural network 구현 12 Jan 2017

neural machine translation

• Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement 26 Feb 2018
• Convolutional Sequence to Sequence Learning 정리 13 Jun 2017
• BLEU의 모든 것 05 Jun 2017
• Importance sampling 예제 구현 10 May 2017
• Montecarlo integration & importance sampling 09 May 2017
• Word2vec 구현 08 May 2017
• Word2vec 이론 07 May 2017
• perplexity? - self-information, entropy, cross-entropy까지.. 14 Apr 2017
• NMT & seq2seq Models : A Tutorial chapter 7 - Generating output 14 Apr 2017
• Neural Machine Translation & sequence-to-sequence Models : A Tutorial chapter 1-4 14 Apr 2017
• attention mechanism 04 Apr 2017
• understanding LSTM Networks 03 Mar 2017
• 03.RNN 구현 13 Jan 2017

pytorch

• pytorch dataset 정리 30 Sep 2019
• pytorch image loader 23 Nov 2017
• pytorch - Cuda semantics 06 Apr 2017
• Multi-gpu example 06 Apr 2017

machine learning

• MobileNet 정리 06 Oct 2019
• Optimizer 정리 그림 10 Sep 2019
• Stand-Alone Self-Attention in Vision Models 10 Sep 2019
• Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels 간단리뷰 19 Aug 2019
• ASTER: An Attentional Scene Text Recognizer with Flexible Rectification + spline interpolation 22 May 2019
• A Simple and Robust Convolutional-Attention Network for Irregular Text Recognition 15 May 2019
• Neural Arithmetic Logic Units 08 Aug 2018
• Faster gaze prediction with dense networks and Fisher pruning 26 Apr 2018
• Object Detection & Localization 요약 05 Feb 2018
• Connectionist Temporal Classification 30 Jan 2018
• tensorfow eager execution 15 Jan 2018
• W-GAN 10 Jan 2018
• Population Based Training of Neural Networks 정리 01 Dec 2017
• Reparametrization Trick 정리 20 Nov 2017
• BEGAN 15 Nov 2017
• GAN 02 Nov 2017
• Variational AutoEncoder(VAE) 30 Oct 2017
• sigmoid와 softmax의 차이 30 Oct 2017
• Gaussian Process 19 Oct 2017
• RANSAC - RANdom Sampling And Consensus 19 Oct 2017
• GPyOpt - 처음 tutorial 진행 17 Oct 2017
• GPyOpt - Bayesian Optimization and tensorflow 예제 만들기 17 Oct 2017
• t-SNE 13 Oct 2017
• Layer Normalization 04 Jul 2017

Algorithm

• Dynamic programming 30 Oct 2017

Doing Bayesian Data Analysis

• ch 8. Inferring Two Binomial Proportions via Gibbs Sampling 01 Nov 2017
• ch 7. Inferring a Binomial Proportion via the Metropolis Algorithm 30 Oct 2017
• ch 5. Inferring a Binomial Proportion via Exact Mathmatical Analysis 30 Oct 2017
• ch 4. Bayes' rule 30 Oct 2017
• ch 2. Introduction: Models we believe in 30 Oct 2017

mathmatics

• 표본의 분산을 구할 때 n-1하는 이유 05 Nov 2017

code snippet

• image resizing 13 Nov 2017
• tensorflow에서 image batch로 만들어 보내는 예제.. 13 Nov 2017

E.T.C.

• 논문 정리 URL 변경 27 Jan 2020
• Livedown: vim markdown preview plugin 13 Apr 2019
• vim 설정 31 Aug 2018
• ubuntu에 mysql 설치 20 Dec 2017

Development

• makeFile 21 Jan 2018

Reinforcement Learning

• tensorflow-js로 만들어본 RL 예제: 2. Deep-sarsa 14 Jun 2018
• tensorflow-js로 만들어본 RL 예제: 1. environment 14 Jun 2018
• RL ch 6. DQN & Actor-critic 26 Mar 2018
• RL ch 5. Grid world & Neural network approximation 19 Mar 2018
• RL ch 4. Grid world & Q-learning 14 Mar 2018
• RL ch 3. Grid world & DP 12 Mar 2018
• RL ch 2. MDP, Bellman Equation 12 Mar 2018

fluent python

• ch07. decorator 06 Apr 2019
• ch01. python data model 03 Nov 2018

Tips

• tmux cheatsheet 29 Mar 2019

Javascript

• vue-cli 설치 및 기본 프로젝트 설명 06 Aug 2019