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1. Notes-for-Deep-Learning Notes-for-Deep-Learning Public

   This is a personal study note, which includes recent ground-breaking research in the field of deep learning. Individuals who are interested at DL are welcome to discuss and study together. ps: Only…

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2. CCFP-citywide-crowd-flow-prediction CCFP-citywide-crowd-flow-prediction Public

   We propose a novel Citywide Crowd Flow Prediction (CCFP) model based on the combination of statistical rules and machine learning (XGBoost, LightGBM, and CatBoost), which fully exploits the spatial…

   Jupyter Notebook 1

3. ASTGCN-r-pytorch-Mac ASTGCN-r-pytorch-Mac Public

   Forked from guoshnBJTU/ASTGCN-2019-pytorch

   This repository contains my personal notes and summaries on the field of Traffic Prediction. Individuals who are interested at it are welcome to discuss and study together. ps: Only used for person…

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4. Shared-Bicycle-Activity-Patterns-Hotspots-Coldspots Shared-Bicycle-Activity-Patterns-Hotspots-Coldspots Public

   We aim to explore urban spatial activity patterns in Xiamen Island using shared bicycle data. Analyzing GPS trajectories and user features, we identify hotspots, temporal variations, and distinct u…

   Jupyter Notebook 1

5. Note-for-Anomaly-Detection Note-for-Anomaly-Detection Public

   It's a study note in the field of Anomaly Detection, especially in Transportation.