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pilipilinb's Projects

basic_predrnn_seq2seq icon basic_predrnn_seq2seq

从Convlstm2D的基础上改编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.

cikm-cup-2017 icon cikm-cup-2017

CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images

clouddetection icon clouddetection

Cloud Detection from FY-4A’s Geostationary Interferometric Infrared Sounder Using Machine Learning Approaches

cms-lstm icon cms-lstm

pytorch implement of ICME2022 "CMS-LSTM: Context Embedding and Multi-Scale Spatiotemporal Expression LSTM for Predictive Learning"

convlstm icon convlstm

Spatio-temporal video autoencoder with convolutional LSTMs

convlstm-rau-net icon convlstm-rau-net

Spatial-temperal Prediction Model based on history observation and WRF numerical prediction

convlstmgru icon convlstmgru

Pytorch implementations of ConvLSTM and ConvGRU modules with examples

crevnet icon crevnet

解决了模型预测结果模糊的问题

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fightingcv-paper-reading icon fightingcv-paper-reading

⭐⭐⭐FightingCV Paper Reading, which helps you understand the most advanced research work in an easier way 🍀 🍀 🍀

fpga icon fpga

帮助大家进行FPGA的入门,分享FPGA相关的优秀文章,优秀项目

fy-4 icon fy-4

Codes related to FengYun-4 (FY-4) data

fy4a icon fy4a

读取FY4A的所有产品

gan-convlstm icon gan-convlstm

GAN based ConvLSTM in precipitation prediction (Trial Version)

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

mau icon mau

可能是最好的视频预测算法

mim_pytorch icon mim_pytorch

Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics

modernn icon modernn

pytorch implement of "MoDeRNN: Towards Fine-grained Motion Details for spatiotemporal predictive learning"

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