Han's Projects
A curated list of Google Earth Engine resources
My Github Profile
My personal website
Spatial interpolation of point Tair data from private weather stations using a Random Forest model with satellite and other predictor data.
PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
A repo for GEOG-510
a easy pytorch implement of GeoMAN
graph wavenet
All the courses I studied in IC for reference
a novel model for predicting soil moisture and soil temperature
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Multi-step Hourly Temperature Prediction Using Vehicle-IoT and ML
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
记录Learning from data一书中的习题解答
Landmark Papers in Machine Learning
《统计学习方法》的代码实现
深度学习论文精读
pytorch implemention of trajGRU.
Reading list for research topics in Time Series Forecasting (TSF).
A playbook for systematically maximizing the performance of deep learning models.
Tutorials on deep learning, Python, and dissipative particle dynamics
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