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ai-models

ai-models-fuxi

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-ai4s

AI for Science 论文解读合集（持续更新ing），论文/数据集/教程下载：hyper.ai

awesome-atmos

A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning

awesome-attention-based-gnns

A collection of resources on attention-based graph neural networks

awesome-foundation-models-for-weather-and-climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

awesome-gnn4ts

Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

awesome-lwms

☁️ A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

awesome-mamba-papers

Awesome Papers related to Mamba.

awesome-precipitation-nowcasting

A list of Precipitation Nowcasting papers and related resources.

awesome-timeseries-spatiotemporal-lm-llm

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

basicts

A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

data-science-competition

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

dcformer

deep-weather

Deep Learning for Post-Processing Ensemble Weather Forecasts

diffcast

[CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"

dl4ds

Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data

earth

a project to visualize global weather conditions

earthfarseer

The official implementation of our project EarthFarseer, the related code and papers will be online soon

era5_predrnn

fredf

Repository for "FreDF: Learning to Forecast in the Transformed Domain"

ginar

It is the code for the Graph Interpolation Attention Recursive Network

graph_weather

PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

graphcast

gwen

Graph-based Weather Ensemble Network that generates additional weather model ensemble members by dynamical training of a GNN.

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Python, C++, Java, C#, Go, Swift, JS, TS, Dart, Rust, C, Zig 等语言。English edition ongoing

histgnn

Codes for paper HiSTGNN

iflytek2021-airqualityprediction

2021年讯飞开发者大赛空气质量赛道Top2解决方案