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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 typ...
Created
2022-06-29
281 commits to main branch, last one a day ago
📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759
Created
2023-06-19
16 commits to main branch, last one 10 months ago
The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"
Created
2023-03-01
14 commits to main branch, last one 11 months ago
Occ4cast: LiDAR-based 4D Occupancy Completion and Forecasting
Created
2023-07-12
102 commits to main branch, last one 7 months ago
A comprehesive survey about foundation models for weather and cliamte data understanding.
climate
dataset
weather
ai4earth
ai4science
largemodel
deep-learning
climate-change
machine-learning
foundation-models
weather-forecating
weather-forecsating
time-series-analysis
large-language-models
spatial-temporal-data
representation-learning
self-supervised-learning
semi-supervised-learning
spatial-temporal-forecasting
weather-and-climate-understanding
Created
2023-11-13
35 commits to main branch, last one about a month ago
TianChi AIEarth Contest Solution
Created
2021-05-23
8 commits to main branch, last one 2 years ago
Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'
Created
2021-03-13
4 commits to main branch, last one 2 years ago
A diffusion-based framework for spatio-temporal point processes
Created
2023-02-02
79 commits to main branch, last one 3 months ago
Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities"
Created
2021-12-15
34 commits to master branch, last one about a year ago
An implementation of LaneGCN (Learning Lane Graph Representations for Motion Forecasting)
Created
2021-07-22
8 commits to main branch, last one 2 years ago