Damonfruit

downscaleCMIP6

Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project

DrWhy

DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

awesome-open-climate-science

Awesome Open Atmospheric, Ocean, and Climate Science

colmap--Important-code-is-to-parse-line-by-line

教你一点点掌握视觉三维重建-colmap 重要代码逐行解析(本人利用下班和周末时间update,so 速度会慢)

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

spatialEco

R package for spatial analysis and modelling of ecological systems

fluid-engine-dev

Fluid simulation engine for computer graphics applications

Deep-Learning-Papers-Reading-Roadmap

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

AIinterview

算法工程师面试题整理

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

making_maps_with_r

SRCNN-pytorch

PyTorch implementation of Image Super-Resolution Using Deep Convolutional Networks (ECCV 2014)

time-series-learning

天池”AI Earth“气象海洋预测竞赛的Topline学习教程

LearningMore

公众号《学一点会一点》代码库

bcsd-python

Tool using python and cdo to apply daily climate downscaling with BCSD.

mgwr

Multiscale Geographically Weighted Regression (MGWR)

SRCNN-PyTorch

Pytorch framework can easily implement srcnn algorithm with excellent performance

pytorch-LapSRN

Pytorch implementation for LapSRN (CVPR2017)

raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

PyKrige

Kriging Toolkit for Python

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

X-regression

Multiple linear regression from Statsmodels library coupled with Xarray library

dem-fill

Void Filling of Digital Elevation Models with Deep Generative Models

Superironman

野生钢铁侠的技术路线

downscaleR

An R package for climate data bias correction and downscaling (part of the climate4R bundle)

Spatio-temporal-Clustering

使用numpy实现的聚类算法（包括时空聚类算法）

urban_climate_emulator

book-ml-sem

《机器学习：软件工程方法与实现》Method and implementation of machine learning software engineering

tsa4

R code for Time Series Analysis and Its Applications, Ed 4