Posts

Deep Learning

• Graph Convolutional Network에 대하여 - Spectral Graph Convolution(2)(작성 중) 06 Mar 2021
• Graph Convolutional Network에 대하여 - Spectral Graph Convolution 15 Feb 2021
• Introduction to Graph Neural Network - GNN 소개 및 개념 11 Feb 2021
• TADA, Trend Alignment with Dual-Attention Multi-Task Recurrent Neural Networks for Sales Prediction 논문 리뷰 18 Jan 2021
• A Dual-Stage Attention-Based Recurrent Neural Network for Time-Series Prediction 논문 리뷰 18 Jan 2021
• Junction Tree Variational Autoencoder for Molecular Graph Generation 논문 리뷰 06 Jul 2020
• Grammar Variational Autoencoder 논문 리뷰 19 Jun 2020

Reinforcement Learning

• Model-Free Policy Control, Monte Carlo와 Temporal Difference에 대하여 29 Jul 2020
• Model-Free Policy Evaluation, Monte Carlo와 Temporal Difference에 대하여 28 Jul 2020
• Dynamic Programming, Policy Iteration부터 Value Iteration까지 13 Jul 2020
• Markov Process에서 Markov Decision Process까지 12 Jul 2020
• Reinforcement Learning 소개[2] 11 Jul 2020
• Reinforcement Learning 소개[1] 11 Jul 2020

Spark Programming

• RDD, Resilient Distributed Dataset에 대하여[3] - RDD액션, RDD 데이터 불러오기와 저장하기, 공유변수 07 Jan 2021
• RDD, Resilient Distributed Dataset에 대하여[2] - RDD기본액션, RDD트랜스포메이션 07 Dec 2020
• RDD, Resilient Distributed DataSet에 대하여[1] 20 Nov 2020
• 스파크(Spark) 소개 17 Nov 2020

Time Series Analysis

• General Approach to Time Series Analysis - Time Series Data, Stationarity 등에 대하여 23 Nov 2020

Code Snippet

• dataframe, numpy 등 array에서 double-colon(::) slicing 03 Dec 2020
• pandas.DataFrame.any(), numpy.any() 01 Dec 2020

Signal Analysis

• 나이퀴스트 이론(Nyquist frequency) 01 Jul 2021
• Short-time Fourier Transform(STFT) 과 Discrete Wavelet Transform(DWT) 21 Jun 2021
• Discrete Fourier Transform에 대하여 18 Jun 2021