Posts by Category

DENSITY ESTIMATION USING REAL NVP

3 minute read

Real NVP를 tensorflow로 구현하기

Custom loss와 model.fit()을 같이 사용해보자!

1 minute read

가중치에 MCP penalty가 적용된 신경망 모형을 구현해보자!

5 minute read

custom kernel regularizer를 구현하기

가중치가 반복되는 Fully Connected Layer 만들기

1 minute read

ubuntu 18.04 LTS DeepLearning Setting

2 minute read

tensorflow 2.0 GPU를 ubuntu에서 써보자!

Save and Serialize Models

6 minute read

모형의 저장과 직렬화

Train and Evaluate with Keras (3)

6 minute read

Part 2(everything from scratch)

Train and Evaluate with Keras (2)

10 minute read

Part 1, 2부(multi-inputs and outputs, callback, checkpoint)

Layer Class in Keras

2 minute read

Keras의 Layer Class

Train and Evaluate with Keras (1)

9 minute read

Part 1, 1부(loss, metric, optimizer)

Keras functional API (2)

5 minute read

Keras functional API 2부

Keras functional API (1)

4 minute read

Keras functional API 1부

Custom modeling with Keras (3)

4 minute read

모형의 적합!

Custom modeling with Keras (2)

2 minute read

loss, config and serialization

Custom modeling with Keras (1)

3 minute read

기초적인 custom 모형 제작 방법

Generating Sentences from a Continuous Space 1편

2 minute read

VAE + RNN을 알아보자

Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs(논문 읽기)

3 minute read

Text Data Augmentation

seq2seq 톺아보기 (1)

5 minute read

Introduction & RNN(Recurrent Neural Network)

Subword Regularization(논문 읽기)

5 minute read

Improving Neural Network Translation Models with Multiple Subword Candidates

Byte Pair Encoding (2)

4 minute read

실제 데이터 적용하기

Neural Machine Translation of Rare Words with Subword Units(논문 읽기)

2 minute read

Byte Pair Encoding을 활용한 OOV 해결

Byte Pair Encoding (1)

3 minute read

BPE의 개념

전처리 workflow

9 minute read

품사 기반 전처리의 overview

RNN with Keras (2)

2 minute read

Keras RNN의 더 많은 특징

RNN with Keras (1)

5 minute read

Keras RNN의 기초

ALMOND (논문 읽기)

2 minute read

Adaptive Latent Modeling and Optimization via Neural Networks and Langevin Diffusion

Semi-supervised learning with deep generative models Review

less than 1 minute read

tensorflow 2.0으로 구현해보자!

VAE Notes and Don’t Blame the ELBO! Review

2 minute read

Note on VAE and paper review

Generating Sentences from a Continuous Space 1편

2 minute read

VAE + RNN을 알아보자

Layer Normalization(논문 읽기)

less than 1 minute read

Layer Normalization과 Batch Normalization을 비교해보자!

Deep Residual Learning Networks(논문 읽기)

less than 1 minute read

ResNet 알아보기

Spyder Remote Kernel

6 minute read

server 컴퓨터의 환경을 원격으로 사용하자!

MySQL을 R에서 사용해보자!

2 minute read

MySQL 활용하기

Assessing Partial Association Between Ordinal Variables: Quantification, Visualization, and Hypothesis Testing (논문 읽기)

1 minute read

Ordinal variable 사이에 association 계산하기

Distance-Based Analysis of Ordinal Data and Ordinal Time Series (논문 읽기)

2 minute read

Ordinal data에 대해 정의되는 거리 함수를 이해하기

Inference on Variable Importance Measure 2편

5 minute read

pytorch로 구현하기!

Inference on Variable Importance Measure 1편

4 minute read

Under Non-zero Null Hypothesis

Welcome to Data Studio!

less than 1 minute read

Data Studio에 오신 것을 환영합니다!

Probabilistic CCA with implicit distributions

7 minute read

ACCA를 python 코드로 구현해보기!

[Mac OS] .DS_Store 파일 제거하기

less than 1 minute read

.DS_Store 파일을 제거하고 github에 commit을 막는 방법

github.io 수식 오류 해결하기!

1 minute read

mathjax를 사용할 때 수식이 제대로 보이지 않는 경우의 해결법

Gumbel-Softmax Review

less than 1 minute read

tensorflow 2.0으로 구현해보자!

SLURM JOB SCHEDULER

less than 1 minute read

server 환경에서 python 코드 구동하기

Collaborative Multilabel Classification (논문 읽기)

3 minute read

With semi-supervised learning consistency regularization

python과 Visual Studio Code 활용하기

1 minute read