The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

This repo is for demonstration purposes only.

盘古天气大模型全流程演示（ 输入数据准备、预测及结果可视化）Unofficial demonstration of Huawei's Pangu Weather Model. Implementing the entire process of data preparation for input, forecasting conversion of forecasted results, …

Deep Learning for Post-Processing Ensemble Weather Forecasts

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

TorchGeo: datasets, transforms, and models for geospatial data

A benchmark dataset for data-driven weather forecasting

This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit a…

Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

A best practice for deep learning project template architecture.

Squeeze-and-Excitation Networks

服务端基于firefly开发，前段采用as3开发的web game。