littledora123

littledora123's Stars

• adambarla/GUNet-nowcasting

  My bachelor's thesis that focused on applying Guided Upsampling to UNet to improve weather nowcasting.

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• NVlabs/FourCastNet

  Initial public release of code, data, and model weights for FourCastNet

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• christoskaparakis/WF-UNet

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• raspstephan/CBRAIN-CAM

  Code for neural network parameterization project

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• wqshen/WeatherRadar

  天气雷达学习笔记

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• inouye-lab/ShapleyExplanationNetworks

  Implementation of the paper "Shapley Explanation Networks"

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• csluchen/harsanyinet

  An interpretable network to compute the Shapley values in a single forward propagation.

  Language:Python133

• sjtu-xai-lab/generalizable-interaction

  PyTorch implementation of the paper "Defining and extracting generalizable interaction primitives from DNNs" (ICLR 2024)

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• agruca-polsl/weather4cast-2023

  Starter Kit for the NeurIPS 2023 Weather4cast competition

  Language:Python71

• shengchaochen82/Awesome-Foundation-Models-for-Weather-and-Climate

  A comprehesive survey about foundation models for weather and cliamte data understanding.

  11915

• heykeetae/Self-Attention-GAN

  Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

  Language:Python2.5k468

• MIT-AI-Accelerator/neurips-2020-sevir

  Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"

  Language:Jupyter Notebook7821

• JansonYuan/Pytorch-Camp

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• openclimatefix/skillful_nowcasting

  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

  Language:Python20458

• MeteoSwiss/ldcast

  Latent diffusion for generative precipitation nowcasting

  Language:Python9113

• yichen928/Multivariate_Shapley_Interactions

  Official code implementation for the paper "Interpreting Multivariate Shapley Interactions in DNNs" (AAAI 2021)

  Language:Python266

• jihoonko/DeepRaNE

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• tyui592/awesome-precipitation-nowcasting

  A list of Precipitation Nowcasting papers and related resources.

  10917

• sxjscience/HKO-7

  Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

  Language:Python398140

• hydrogo/rainymotion

  Python library for radar-based precipitation nowcasting based on optical flow techniques

  Language:Python17954

• thuml/predrnn-pytorch

  Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

  Language:Python429109

• holmdk/Video-Prediction-using-PyTorch

  Video Predicting using ConvLSTM and pytorch

  Language:Python10332

• pySTEPS/pysteps

  Python framework for short-term ensemble prediction systems.

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• fmidev/rainnet

  PyTorch implementation of RainNet (Ayzel et al. 2020)

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• Hzzone/Precipitation-Nowcasting

  pytorch implemention of trajGRU.

  Language:Python546171

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python30.9k4.7k

• PaddlePaddle/awesome-DeepLearning

  深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

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• wandergis/coordTransform_py

  提供百度坐标系(bd-09)、火星坐标系(国测局坐标系、gcj02)、WGS84坐标系直接的坐标互转，也提供了解析高德地址的方法的python版本

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• chenyuntc/pytorch-book

  PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

  Language:Jupyter Notebook11.9k3.7k

• neuralchen/RainNet

  [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling

  Language:Python489