Python - 100天从新手到大师

The fastai book, published as Jupyter Notebooks

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)

Python for GIS and Geoscience - specialist course Doctoral schools of Ghent University

tiny python project

Multivariate Singular Spectrum Analysis (mSSA): Forecasting and Imputation algorithm for multivariate time series

RiverTile processing algorithms for SWOT

PINNs for 2D Incompressible Navier-Stokes Equation

Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network

Python codes for medium posts.

A jupyter book tutorial demonstrating accessing and working with Sentinel-1 RTC imagery using xarray

Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anthropogenic warming to the unprecedented 2022 Yangtze River Ba…

reconstruct the IPCC AR6 figure

fill the GRACE gap using novel Transformer method

Support of the article on the water budget at the global scale

Keras-tensorflow code for training a frame-by-frame binary classifier with video input + code for computing targets.

Here is the code and experiments for canopy height estimation

SST prediction model

国科大深度学习课程知识点整理

Diffusion model for super resolution