Alternatives and similar repositories for SIAT

Users that are interested in SIAT are comparing it to the libraries listed below

• gitbooo / CrossViVit
  This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…
  ☆93Updated last year
• yuhao-nie / SkyGPT
  A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting
  ☆49Updated last year
• Xun-Zhu / weather2k
  ☆45Updated 2 months ago
• mb-Ma / HiSTGNN
  code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences
  ☆15Updated 2 years ago
• taohan10200 / WEATHER-5K
  Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
  ☆75Updated last year
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆15Updated 11 months ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆42Updated last year
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆17Updated 9 months ago
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆28Updated 3 months ago
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆34Updated 11 months ago
• dataymeric / ClimODE
  PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"
  ☆19Updated last year
• xzwbsz / DGFormer
  The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.
  ☆12Updated last year
• JimengShi / DL-Foundation-Models-Weather
  Curated papers on survey paper "deep learning and foundation models for weather prediction".
  ☆36Updated 3 weeks ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆134Updated last year
• kethmih / AirPhyNet
  Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).
  ☆31Updated last year
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆108Updated 6 months ago
• thuml / Corrformer
  About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …
  ☆185Updated 9 months ago
• yyyujintang / PostRainBench
  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench
  ☆28Updated last year
• clearlyzerolxd / TRDM
  ☆11Updated last year
• technomii / EWMoE
  ☆13Updated last year
• HuskyNian / HR-Extreme
  The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting
  ☆17Updated 5 months ago
• OpenEarthLab / CasCast
  ☆46Updated 11 months ago
• jihoonko / DeepRaNE
  ☆14Updated 3 years ago
• gaozhihan / earth-forecasting-transformer
  ☆10Updated last year
• thuml / ModeRNN
  ☆14Updated 3 years ago
• ybu-lxd / SISLDM-ISI
  ☆12Updated last year
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆103Updated 3 weeks ago
• Gufrannn / W-MAE
  ☆29Updated last year
• Ruohan-Li / SolarCube
  ☆29Updated last year
• EloyReulen / GA-SmaAt-GNet
  Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"
  ☆13Updated 10 months ago