ujjax / pred-rnnLinks
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs
☆126Updated 6 years ago
Alternatives and similar repositories for pred-rnn
Users that are interested in pred-rnn are comparing it to the libraries listed below
Sorting:
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆264Updated 6 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆154Updated 5 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆195Updated 7 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆417Updated 3 years ago
- Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)☆27Updated 7 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆114Updated 6 years ago
- ☆47Updated 7 years ago
- Video Predicting using ConvLSTM and pytorch☆117Updated 4 years ago
- e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond☆204Updated 3 years ago
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆96Updated 2 years ago
- 雷达回波外推，ConvLSTM，训练模型并外推。☆88Updated 7 years ago
- Unofficial PyTorch implementation of E3D-LSTM☆128Updated 6 years ago
- PredRNN using TensorFlow Keras☆10Updated 7 years ago
- The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.☆119Updated 5 years ago
- Convolutional LSTM for Precipitation Nowcasting☆58Updated 7 years ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 6 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆424Updated 3 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 7 years ago
- Implementation of TAAConvLSTM and SAAConvLSTM used in "Attention Augmented ConvLSTM for Environment Prediction"☆55Updated 3 years ago
- ☆58Updated 6 years ago
- Wind Speed Prediction using LSTMs in PyTorch (https://arxiv.org/pdf/1707.08110.pdf)☆190Updated 7 years ago
- ☆28Updated 4 years ago
- Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"☆121Updated 6 years ago
- ☆32Updated 7 years ago
- Dual Staged Attention Model for Time Series prediction☆66Updated 7 years ago
- An implementation by Pytorch☆24Updated 6 years ago
- Spatio-Temporal Graph Convolutional Networks☆109Updated 6 years ago
- pytorch implemention of trajGRU.☆585Updated 6 years ago
- Implementation of our ICLR paper: https://openreview.net/pdf?id=By4HsfWAZ☆57Updated 6 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆501Updated last year