ShihengATM's Projects
Model interpretability and understanding for PyTorch
**程序员容易发音错误的单词
Climate Machine: an Earth System Model that automatically learns from data
Climate Variability Imprinted on Streamflow in California.
Snow water equivalent modeling for Western CONUS and Rocky Mountain Area
Predicting weather by machine learning.
TensorFlow documentation
🎓Leetcode solutions in Python 📚
Download and access remote sensing data from any platform
NERSC RAPIDS Workshop 2020
Python library to train neural networks with a strong focus on hydrological applications.
North American Monsoon extreme precipitation analysis.
Convolutional LSTM neural network to extrapolate radar images, and predict rainfall - CIKM 2017 contest
Presentations
Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)
AcadHomepage: A Modern and Responsive Academic Personal Homepage
Python library for Self-Organizing Maps
A Python Library for Self Organizing Map (SOM)
streamflow projection
A pre/post processing toolbox for hydrologic models
This is a template for UC Davis PhD dissertation.