alexanderhucheerful

-Small-experiment-to-predict-slp-using-Arctic-sea-ice-area-index

（1）model use LSTM （2）model use convnet

ai4ess-hackathon-2020

ams-ml-python-course

Machine Learning in Python for Environmental Science Problems AMS Short Course Material

ccf--Machine-image-algorithm-circuit-The-identification-of-weather

my competition rank is 135 the network is resnet

DA-RNN

📃 **Unofficial** PyTorch Implementation of DA-RNN (arXiv:1704.02971)

dea-notebooks

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and xarray

ENSO-Forecasting

ENSO forecasting competition.

GraphNeuralNetwork

《深入浅出图神经网络：GNN原理解析》配套代码

huaweirader_baseline

this is a huaweirader_baseline

NCL-cycle-dot

meteorology data can use this script

alexanderhucheerful/wwprediction

world weather prediction

alexanderhucheerful/ai-models-panguweather

alexanderhucheerful/anomaly_transformer_pytorch

PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy

alexanderhucheerful/AutoX

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

alexanderhucheerful/BA-Transformer

[MICCAI 2021] Boundary-aware Transformers for Skin Lesion Segmentation

alexanderhucheerful/BasicTS

A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

alexanderhucheerful/bjguahao

北京市预约挂号统一平台脚本(Python3)

alexanderhucheerful/challenges_2021

Discover the ECMWF Summer of Weather Code 2021 challenges!

alexanderhucheerful/CLCRN

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

alexanderhucheerful/Corrformer

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

alexanderhucheerful/DCRNN

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

alexanderhucheerful/Deep-Forest

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

alexanderhucheerful/DL4ES

alexanderhucheerful/earth-forecasting-transformer

Official implementation of Earthformer

alexanderhucheerful/Grid-Keypoint-Learning

alexanderhucheerful/icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

alexanderhucheerful/jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

alexanderhucheerful/LearningNote

C++和Linux学习笔记

alexanderhucheerful/lrp_toolbox

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

alexanderhucheerful/mindscience

alexanderhucheerful/nowcasting

Meta-repo for the Nowcasting project.

alexanderhucheerful/OpenCastKit

The open-source solutions of FourCastNet and GraphCast

alexanderhucheerful/Pangu-Weather

An official implementation of Pangu-Weather

alexanderhucheerful/pangu-weather-verify

Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations

alexanderhucheerful/PM2.5-GNN

PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting

alexanderhucheerful/RADA

Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases

alexanderhucheerful/satflow

Satellite Optical Flow with machine learning models

alexanderhucheerful/skillful_nowcasting

Implementation of DeepMind's Skillful Nowcasting GAN https://arxiv.org/abs/2104.00954

alexanderhucheerful/STudy

a stduy project for spatiotemporal prediction with deep learning

alexanderhucheerful/TianChi_AIEarth

TianChi AIEarth Contest Solution