tsroadxiaobai Goto Github PK
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tsroadxiaobai's Projects
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,模仿SXJ博士的Seq2seq结构.
convlstm
和知乎专栏——预测雷达回波相对应 https://zhuanlan.zhihu.com/p/419831400
convlstm-cnn-for-tropical-cyclone
convLSTM和CNN的共同使用；运用图像数据进行台风的预测。
forecast-cyclone-path
使用yolo、RNN 预测台风路径
hurricane-forecasting
Deep Learning for Hurricane Forecasting
hurricane-hunters
Forecasting of Tropical Cyclone Trajectories
lhy_machine_learning
李宏毅2021/2022/2023春季机器学习课程课件及作业
machinelearningdeeplearning
李宏毅2021机器学习深度学习笔记PPT作业
ml2021-spring
李宏毅作业
precipitation-nowcasting
使用convLSTM的降水临近预测
predrnn-pytorch
Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.
python-100-days
Python - 100天从新手到大师
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
rnn_pytorch
prediction model of the 编码-预测 structure, ConvGRU kernel & ConvLSTM kernel
spatio-temporal-weather-forecasting
时空天气预报
study
多种时空预测模型PyTorch复现_基础网络架构
trajectory-prediction
python代码框架。 使用机器学习算法（如lstm，seq2seq等）预测船只的轨迹
trajectory_forcasting
图像预测，一种基于变分自编码器的深度条件生成模型的时间序列预测方法
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