Project
Statistics
Jekyll
Data Structure, Algorithm
Spark
Machine Learning
Bayesian
Deep Learning
Dev
Recent Posts
- Sublime Text-setting (Aug 16, 2020)
- Sublime Text (Aug 16, 2020)
- Github-setting (Aug 15, 2020)
- 프로그래머스(Algorithm)-디스크 컨트롤러(Heap) (Apr 7, 2020)
- 프로그래머스(Algorithm)-라면 공장(Heap) (Apr 7, 2020)
- 프로그래머스(Algorithm)-더 맵게(Heap) (Apr 7, 2020)
- 프로그래머스(Algorithm)-여행경로(DFS/BFS) (Apr 6, 2020)
Project
- 2019 빅콘테스트(BigContest)-리니지 유저 이탈 예측 project (Nov 4, 2019)
- Animation Generation Project (Jul 2, 2019)
- Spam Classification Project (Sep 2, 2018)
- Music Composition Project (Sep 1, 2018)
Statistics
- KDE(Kernel Density Estimator) (Dec 29, 2019)
- EDF(Empirical Distribution Function) (Dec 28, 2019)
- SMOTE(Synthetic Minority Over-sampling Technique) (Dec 27, 2019)
- Nested Design (Nov 27, 2019)
- ANCOVA (Nov 27, 2019)
- Missing data(2)-Statistical model (Nov 25, 2019)
- Missing data(1)-Intuitive understanding (Nov 19, 2019)
- Empirical Bayes Estimate (Nov 11, 2019)
- Hierarchical linear model (2) (Nov 3, 2019)
- Hierarchical linear model (1) (Nov 2, 2019)
- Generalized Linear Mixed model(GLMM) (Oct 31, 2019)
- Generalized Linear model(GLM) (Oct 30, 2019)
- Linear Mixed model(LMM) (Oct 29, 2019)
- Linear model(LM) (Oct 28, 2019)
- Linear regression (Oct 26, 2019)
Jekyll
Data Structure, Algorithm
- 프로그래머스(Algorithm)-디스크 컨트롤러(Heap) (Apr 7, 2020)
- 프로그래머스(Algorithm)-라면 공장(Heap) (Apr 7, 2020)
- 프로그래머스(Algorithm)-더 맵게(Heap) (Apr 7, 2020)
- 프로그래머스(Algorithm)-여행경로(DFS/BFS) (Apr 6, 2020)
- 프로그래머스(Algorithm)-타겟 넘버(DFS/BFS) (Apr 6, 2020)
- 프로그래머스(Algorithm)-징검다리(Binary Search) (Apr 5, 2020)
- 프로그래머스(Algorithm)-입국심사(Binary Search) (Apr 5, 2020)
- 프로그래머스(Algorithm)-예산(Binary Search) (Apr 5, 2020)
- 프로그래머스(Algorithm)-주식가격(Queue) (Apr 4, 2020)
- 프로그래머스(Algorithm)-쇠막대기(Queue) (Apr 4, 2020)
- 프로그래머스(Algorithm)-프린터(Queue) (Apr 4, 2020)
- 프로그래머스(Algorithm)-기능개발(Queue) (Apr 4, 2020)
- 프로그래머스(Algorithm)-다리를 지나는 트럭(Queue) (Apr 4, 2020)
- 프로그래머스(Algorithm)-탑(Queue) (Apr 4, 2020)
- 프로그래머스(Algorithm)-H-Index(Sort) (Apr 3, 2020)
- 프로그래머스(Algorithm)-가장 큰 수(Sort) (Apr 3, 2020)
- 프로그래머스(Algorithm)-K번째수(Sort) (Apr 3, 2020)
- 프로그래머스(Algorithm)-구명보트(Greedy) (Apr 3, 2020)
- 프로그래머스(Algorithm)-조이스틱(Greedy) (Apr 2, 2020)
- 프로그래머스(Algorithm)-큰 수 만들기(Greedy) (Apr 2, 2020)
- 프로그래머스(Algorithm)-체육복(Greedy) (Apr 2, 2020)
- 프로그래머스(Algorithm)-카펫(Brute-force) (Apr 2, 2020)
- 프로그래머스(Algorithm)-숫자 야구(Brute-force) (Apr 2, 2020)
- 프로그래머스(Algorithm)-소수 찾기(Brute-force) (Apr 2, 2020)
- 프로그래머스(Algorithm)-모의고사(Brute-force) (Apr 2, 2020)
- 프로그래머스(Algorithm)-베스트앨범(Hash) (Apr 1, 2020)
- 프로그래머스(Algorithm)-위장(Hash) (Apr 1, 2020)
- 프로그래머스(Algorithm)-전화번호 목록(Hash) (Apr 1, 2020)
- 프로그래머스(Algorithm)-완주하지 못한 선수(Hash) (Apr 1, 2020)
- 이진 탐색 트리(Binary Search Trees) (Dec 1, 2019)
- 넓이우선순회(BFS) (Nov 29, 2019)
- 깊이우선순회(DFS) (Nov 28, 2019)
- 트리(Trees)(2) (Nov 26, 2019)
- 트리(Trees)(1) (Nov 26, 2019)
- 우선순위 큐(Priority Queue) (Nov 24, 2019)
- 환형 큐(Circular Queue) (Nov 23, 2019)
- 큐(Queue) (Nov 22, 2019)
- 스택(Stacks) (Nov 21, 2019)
- 양방향 연결 리스트(Doubly Linked Lists) (Nov 19, 2019)
- 연결 리스트(Linked Lists) (Nov 18, 2019)
- 이진탐색(Binary Search) (Nov 17, 2019)
- 계산복잡도(Complexity of Algorithm) (Nov 7, 2019)
Spark
- Streaming 4 -Structured Streaming(Window, Watermarking) (Nov 16, 2019)
- Streaming 3 -Structured Streaming(Basic Operation2) (Nov 15, 2019)
- Streaming 2 -Structured Streaming(Basic Operation) (Nov 15, 2019)
- Streaming 1 -Dstream (Nov 14, 2019)
- PySpark (Nov 13, 2019)
- Spark install(3)-Spark,Hive (Nov 10, 2019)
- Spark install(2)-Java,Scala,Hadoop (Nov 10, 2019)
- Spark install(1)-Anaconda,Jupyter (Nov 10, 2019)
- Spark (Nov 8, 2019)
Machine Learning
- Boosting(1)-AdaBoost (Dec 29, 2019)
- Ensemble(2)-Stacking (Nov 20, 2019)
- Ensemble(1)-Bagging,Boosting (Nov 19, 2019)
Bayesian
- DART(2)-Backfitting MCMC (Dec 18, 2019)
- DART(Dirichlet Additive Regression Trees) (Dec 17, 2019)
- BART(Bayesian Additive Regression Trees) (Dec 16, 2019)
- MCMC(2)-Gibbs sampling (Dec 14, 2019)
- MCMC(1)-Metropolis Hastings (Dec 9, 2019)
- Robust Prior(Diffuse/Mixture/Hierarchical) (Dec 8, 2019)
- Non-informative Prior(Flat/Jeffreys Prior) (Dec 8, 2019)
- Informative Prior(Conjugate Prior) (Dec 8, 2019)
- Bayesian Updating (Dec 8, 2019)
- Prior/Posterior (Dec 7, 2019)
Deep Learning
- GAN(Generative Adversarial Networks) (Mar 9, 2020)
- CNN Architecture(4)-ResNet (Feb 11, 2020)
- CNN Architecture(3)-VGG/GoogLeNet (Feb 11, 2020)
- CNN Architecture(2)-AlexNet/ZFNet (Feb 10, 2020)
- CNN Architecture(1)-LeNet (Feb 10, 2020)
- Image Dataset(2) (Feb 9, 2020)
- Image Dataset(1) (Feb 9, 2020)
- CNN(Convolutional Neural Networks) (Jan 10, 2020)
- Batch Normalization(BN) (Jan 9, 2020)
- Regularization/Dropout (Jan 8, 2020)
- Initialization-Xavier/He (Jan 7, 2020)
- Activation fucntion(2)-tanh/ReLU/LeakyReLU/ELU/Maxout (Jan 7, 2020)
- Activation fucntion(1)-Sigmoid (Jan 7, 2020)
- Multi layer perceptron(MLP) (Jan 6, 2020)
- Perceptron (Jan 6, 2020)
- Softmax Classifier(3) with MNIST (Jan 5, 2020)
- Softmax Classifier(2) (Jan 4, 2020)
- Softmax Classifier(1) (Jan 4, 2020)
- Logistic Regression (Jan 4, 2020)
- Pytorch Dataset/Dataloader (Jan 4, 2020)
- Multiple Linear Regression (Jan 3, 2020)
- Optimization(3)-AdaGrad/RMS prop/Adam (Jan 2, 2020)
- Optimization(2)-SGD/Momentum/Nesterov (Jan 2, 2020)
- Optimization(1)-Gradient Descent (Jan 2, 2020)
- Linear Regression (Jan 2, 2020)
- Tensor(3) (Jan 1, 2020)
- Tensor(2) (Jan 1, 2020)
- Tensor(1) (Jan 1, 2020)
- Docker (Jan 1, 2020)
- CUDA/CuDNN (Jan 1, 2020)