-
graph_weather Public
Forked from openclimatefix/graph_weatherPyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
Python MIT License UpdatedNov 22, 2023 -
metnet3-pytorch Public
Forked from lucidrains/metnet3-pytorchImplementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
Python MIT License UpdatedNov 16, 2023 -
graphcast Public
Forked from google-deepmind/graphcast -
ai-models-fuxi Public
Forked from tpys/ai-models-fuxiPython Apache License 2.0 UpdatedOct 31, 2023 -
-
Awesome-TimeSeries-SpatioTemporal-LM-LLM Public
Forked from qingsongedu/Awesome-TimeSeries-SpatioTemporal-LM-LLMA professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
UpdatedOct 24, 2023 -
TSFpaper Public
Forked from ddz16/TSFpaperThis 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 …
UpdatedSep 26, 2023 -
GWEN Public
Forked from MeteoSwiss/GWENGraph-based Weather Ensemble Network that generates additional weather model ensemble members by dynamical training of a GNN.
Python MIT License UpdatedSep 21, 2023 -
weatherbench2 Public
Forked from google-research/weatherbench2A benchmark for the next generation of data-driven global weather models.
Python Apache License 2.0 UpdatedSep 6, 2023 -
pbdl-book Public
Forked from tum-pbs/pbdl-bookWelcome to the Physics-based Deep Learning Book (v0.2)
Jupyter Notebook UpdatedAug 26, 2023 -
-
Awesome-GNN4TS Public
Forked from KimMeen/Awesome-GNN4TSAwesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759
UpdatedJul 11, 2023 -
awesome-precipitation-nowcasting Public
Forked from tyui592/awesome-precipitation-nowcastingA list of Precipitation Nowcasting papers and related resources.
UpdatedJul 8, 2023 -
OpenSTL Public
Forked from chengtan9907/OpenSTLOpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
Python Apache License 2.0 UpdatedJun 23, 2023 -
-
-
-
transformer-time-series-prediction Public
Forked from oliverguhr/transformer-time-series-predictionproof of concept for a transformer-based time series prediction model
Python MIT License UpdatedFeb 20, 2023 -
pytorch-forecasting Public
Forked from sktime/pytorch-forecastingTime series forecasting with PyTorch
Python MIT License UpdatedFeb 12, 2023 -
weather4cast-2022 Public
Forked from Datalab-FIT-CTU/weather4cast-2022WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competition
Jupyter Notebook Apache License 2.0 UpdatedJan 5, 2023 -
weather4cast-2022-stage2 Public
Forked from bugsuse/weather4cast-2022-stage2 -
Traffic-Prediction-Open-Code-Summary Public
Forked from aptx1231/Traffic-Prediction-Open-Code-SummarySummary of open source code for deep learning models in the field of traffic prediction
MIT License UpdatedNov 17, 2022 -
RainNet Public
Forked from neuralchen/RainNet[NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
Python Apache License 2.0 UpdatedNov 17, 2022 -
dl4ds Public
Forked from carlos-gg/dl4dsDeep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data
Jupyter Notebook Apache License 2.0 UpdatedNov 15, 2022 -
earth Public
Forked from cambecc/eartha project to visualize global weather conditions
JavaScript MIT License UpdatedOct 1, 2022 -
PyTDA Public
Forked from nasa/PyTDAPython Turbulence Detection Algorithm (PyTDA)
Jupyter Notebook Other UpdatedSep 5, 2022 -
weather4cast Public
Forked from iarai/weather4castCode accompanying our IARAI Weather4cast Challenge
Jupyter Notebook UpdatedMar 29, 2022 -
PhyDNet Public
Forked from vincent-leguen/PhyDNetCode for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"
Python MIT License UpdatedMar 1, 2022 -
Autoformer Public
Forked from thuml/AutoformerAbout Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
Python MIT License UpdatedFeb 16, 2022 -
d2l-zh Public
Forked from d2l-ai/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。
Python Apache License 2.0 UpdatedDec 13, 2021