zhuoqun's Projects
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
Python API to access the Copernicus Climate Data Store (CDS)
Implementation of Convolutional LSTM in PyTorch.
About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, 2023. https://www.nature.com/articles/s42256-023-00667-9
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
An Implementation of Encoder-Decoder in Translation from Chinese to English
A PyTorch implementation of ESRGAN. Additionally, a weight file trained for 200 epochs will be provided.
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Readers for the data from the International Soil Moisture Network
zhuoqun
lstm4flood
矩阵分解 matrix factorization
A minimal GUI for a quick view of netcdf files. Aiming to be a drop-in replacement for ncview.
自动写诗 pytorch LSTM
The open-source solutions of FourCastNet and GraphCast
PyTorch implementations of Generative Adversarial Networks.
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
PyTorch Implementation of the Model and Training Process of Real-ESRGAN
A PyTorch implementation of SRGAN
A Library for Advanced Deep Time Series Models.
国科大选课,UCAS全自动选课,自动识别验证码
"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.
Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.