2024
- 14 Jun Markov Model and Hidden Markov Model
- 23 May GCN Model to Cora dataset [ft. Pytorch Lightning]
- 07 May [Hands-on] Graph Convolutional Network & Message Passing
- 17 Apr Graph Neural Networks' Brief History
- 01 Apr [PyTorch] Multi-Layer Perceptron & DNN - MNIST
- 17 Mar [PyTorch] MNIST Dataset - Softmax Regression Model
- 04 Mar [PyTorch] Classifier: Logistic & Softmax Regression Model
- 20 Feb Softmax의 안정성, Log Softmax, LogSumExp Function
- 10 Feb Scrapping real-time traffic information from Google Maps
- 15 Jan [PyTorch] Batch, Stochastic, Mini-Batch Gradient Descent
2023
- 29 Dec Vehicle Trajectory Dataset from Traffic Camera Videos
- 20 Dec [PyTorch] Linear Regression Model
- 20 Nov Road Network and Vehicle GPS Dataset in Xuancheng, China
- 13 Aug Car traffic and parking density maps from Uber Movement travel times
- 01 Aug Hazard and Socio-economic Exposure Estimates 1870 ~ 2020 (Hanze v2.0)
- 11 Jul US Human Mobility during the COVID-19 Epidemic
- 26 Jun SafeGraph Open Census Dataset
- 09 Jun GeoTiff Dataset about 2011 monthly EU population
- 27 May Northeast China, Changchun Open Dataset
- 17 May WorldPop Population Counts 분석
- 02 May 핀란드 헬싱키 생활인구 데이터 분석
- 19 Apr 핀란드 헬싱키 통행시간 데이터 분석
- 05 Apr 중국 청두시 도로망 및 속도 데이터 분석
2021