Pytorch implementation of Self-Attention ConvLSTM
☆109Jul 24, 2024Updated 2 years ago
Alternatives and similar repositories for SA-ConvLSTM-Pytorch
Users that are interested in SA-ConvLSTM-Pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Base-line model☆17Mar 15, 2022Updated 4 years ago
- ☆12Aug 12, 2023Updated 3 years ago
- Video Predicting using ConvLSTM and pytorch☆120Mar 30, 2021Updated 5 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆438Oct 13, 2022Updated 3 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆528Nov 4, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 4 years ago
- ☆19May 13, 2023Updated 3 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- ☆178Jul 30, 2024Updated 2 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆156Nov 8, 2019Updated 6 years ago
- An implementation by Pytorch☆24Oct 21, 2019Updated 6 years ago
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Dec 8, 2022Updated 3 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆114Nov 10, 2021Updated 4 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆30Dec 25, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆15Oct 25, 2022Updated 3 years ago
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,142Mar 1, 2026Updated 6 months ago
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆31Mar 4, 2025Updated last year
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆271Oct 9, 2019Updated 6 years ago
- ☆34Aug 24, 2023Updated 3 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆20Feb 3, 2020Updated 6 years ago
- Code for ICDM 2020 paper Context-aware Deep Representation Learning for Geo-spatiotemporal Analysis☆24Aug 11, 2021Updated 5 years ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆110Jan 26, 2021Updated 5 years ago
- This repository contains the source code utilised for the paper: "Assessing the performance of deep learning models for multivariate pro…☆24May 19, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- In this repository, we focus on video frame prediction the task of predicting future frames given a set of past frames. We present an Adv…☆28Jul 25, 2021Updated 5 years ago
- This repo contains a PyTorch-based AE-ConvLSTM model for fluid flow prediction. It can forecast 5–10 time steps per forward pass and over…☆29Jun 2, 2025Updated last year
- Mobile Network Traffic Forcasting using Milan's Telefonica mobile network data☆11Jul 16, 2022Updated 4 years ago
- Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.☆50May 17, 2024Updated 2 years ago
- ☆14Mar 13, 2023Updated 3 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆33Mar 23, 2023Updated 3 years ago
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆301Feb 21, 2023Updated 3 years ago
- Kalman filter implementation in Python using NumPy for the use-case of wireless (UWB) positioning and navigation☆22Dec 15, 2021Updated 4 years ago
- A statistical downscaling approach using ConvLSTMs.☆30Nov 12, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Moving MNIST as PyTorch Dataset☆100Aug 10, 2020Updated 6 years ago
- Fourier Spatial-Temporal Network for Multivariate Time Series Forecasting☆11Jan 1, 2023Updated 3 years ago
- CRNN with Self-Attention☆10Apr 8, 2018Updated 8 years ago
- ☆17Feb 20, 2023Updated 3 years ago
- ☆10Oct 1, 2019Updated 6 years ago
- Reamain Useful Life Prediction of Bearing☆13Nov 22, 2022Updated 3 years ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆11Jan 24, 2026Updated 7 months ago