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A Material Design Weather Application

Kotlin 6,142 188 Updated Jan 18, 2025

U-RNN High-resolution spatiotemporal nowcasting of urban flooding

Python 9 3 Updated Dec 30, 2024

Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.

Python 65 5 Updated Dec 29, 2024

[SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective

Python 24 4 Updated Dec 24, 2024

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the …

2,274 202 Updated Jan 22, 2025

This repo is for source code of Graph Inference Acceleration by Learning MLPs on Graphs without Supervision

Python 5 1 Updated Feb 16, 2024

[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

Shell 412 45 Updated Jan 17, 2025

[KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting

Python 55 8 Updated Jan 10, 2025
Python 11 4 Updated Sep 18, 2024

Awesome Deep Learning for Time-Series Imputation, including a must-read paper list about applying neural networks to impute incomplete time series containing NaN missing values/data

Python 249 32 Updated Jun 22, 2024

[AAAI 2024] PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion

Python 22 2 Updated Feb 28, 2024

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

Shell 142 20 Updated Nov 18, 2024
Python 2 1 Updated Dec 20, 2024
Jupyter Notebook 16 4 Updated Apr 12, 2024
Python 3 1 Updated Dec 28, 2024

Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)

Python 150 19 Updated Nov 27, 2024

[IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"

Python 9 2 Updated Sep 27, 2024

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

1,292 129 Updated Apr 6, 2024

3D Visualization of an GPT-style LLM

TypeScript 4,285 477 Updated Aug 24, 2024

[NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling

Python 176 15 Updated Nov 19, 2024

add codes

Python 15 7 Updated Aug 22, 2021

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

Python 3,170 385 Updated Jan 22, 2025

Neural Manifold Operators (KDD 2024)

Python 16 2 Updated Dec 10, 2024
Jupyter Notebook 23 7 Updated Aug 14, 2024

HunyuanVideo: A Systematic Framework For Large Video Generation Model

Python 7,720 600 Updated Jan 21, 2025

🔥LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer(第 2 版)》、《程序员面试金典(第 6 版)》题解

Java 32,681 8,130 Updated Jan 22, 2025

Extreme weather detection and characterization

HTML 93 34 Updated Jan 23, 2025

Research Software for Neural Weather Prediction for Limited Area Modeling

Python 131 51 Updated Jan 21, 2025
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