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1. keras-swin-unet keras-swin-unet Public

   Revolutionize geospatial analysis with Swin-UNet – a cutting-edge solution for satellite imagery segmentation using Swin Transformers and UNet. Achieve SOTA precision in road extraction, ideal for …

   Python 16 3

2. TimeMesh TimeMesh Public

   A Python library for time series data preprocessing featuring advanced windowing strategies, normalization, and dataset splitting. Perfect for preparing time-dependent data for LSTM, Transformer, a…

   Python 11 1

3. Physics-Informed-Vectors-For-Wind-Speed-Prediction Physics-Informed-Vectors-For-Wind-Speed-Prediction Public

   Official Implementation of Integrating Physics-Informed Vectors for Improved Wind Speed Forecasting with Neural Networks

   Python 13

4. timemixer-tf timemixer-tf Public

   TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting — ICLR 2024 in TensorFlow 2.x

   Python 1

5. Extreme-Temperature-Prediction Extreme-Temperature-Prediction Public

   Physics-informed ensemble for 12-h city-region temperature forecasts. Advection–diffusion prior + ConvLSTM + RAFL + edRVFL-SC for extreme-event warnings.

   Jupyter Notebook 2

6. edrvfl edrvfl Public

   Ensemble Deep Random Vector Functional Link with Skip Connections (edRVFL-SC) No GPU required • 100× faster training

   Python 2