This is the GitHub repository for our publication "A new attention mechanism to classify multivariate time series", by Yifan Hao and Huiping Cao, which has been accepted to be published in IJCAI 2020.
☆28Aug 28, 2025Updated last year
Alternatives and similar repositories for nmsu_yhao_ijcai2020
Users that are interested in nmsu_yhao_ijcai2020 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Update Code for Modeling Long and Short-Term Temporal Patterns with Deep Neural Networks.(https://arxiv.org/abs/1703.07015)☆31Dec 14, 2019Updated 6 years ago
- Multivariate time-series forecasting with LSTNET and soft-DTW loss☆29Jun 3, 2020Updated 6 years ago
- This code is the implementation of this paper (Multistage attention network for multivariate time series prediction)☆22Apr 24, 2020Updated 6 years ago
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 6 years ago
- ☆22Jun 17, 2026Updated 4 months 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.
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 5 years ago
- Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey☆49Apr 4, 2024Updated 2 years ago
- CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables [ICML 2024]☆22Feb 5, 2026Updated 9 months ago
- Running massive simulations using RNNs on CPUs for building bots and all kinds of things.☆12Jun 13, 2021Updated 5 years ago
- ☆17Dec 26, 2019Updated 6 years ago
- Implementation of LSTM with FCN in keras.☆13Feb 23, 2018Updated 8 years ago
- ☆28May 26, 2026Updated 5 months ago
- Source code for the NAACL 2021 paper: "Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors"☆12Jul 15, 2021Updated 5 years ago
- a easy pytorch implement of GeoMAN☆70Mar 29, 2023Updated 3 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.
- Nevada Smoke detection benchmark☆10Aug 24, 2022Updated 4 years ago
- Multivariate Time Series Classification- Activity Recognition☆16Jun 5, 2020Updated 6 years ago
- ☆17Jan 23, 2023Updated 3 years ago
- ☆13Aug 2, 2021Updated 5 years ago
- Multivariate timeseries similarity compare, MTS, DTW, PCA, CPCA☆27Aug 14, 2019Updated 7 years ago
- The Pytorch implementation of Time aware and Feature similarity Self Attention in Vessel Fuel Consumption Prediction☆12Dec 15, 2021Updated 4 years ago
- The official implementation of the paper "Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset"(ICASSP 2…☆12Feb 19, 2023Updated 3 years ago
- Repository for the paper "SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series" in ICDM 2021☆20Oct 16, 2024Updated 2 years ago
- 达观杯“文本智 能处理挑战赛”☆10Aug 23, 2018Updated 8 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.
- Application guidance of deep learning models(CNN, RNN, LSTNet and so on) on time series data☆28Oct 31, 2019Updated 7 years ago
- Time series forecast using deep learning transformers (simple, XL, compressive). Implementation in Pytorch and Pytorch Lightning.☆29Jul 9, 2020Updated 6 years ago
- STCNet: Spatio-Temporal Cross Network for Industrial Smoke Detection☆13Sep 10, 2021Updated 5 years ago
- Hierarchical Time Series Forecasting☆15Feb 8, 2023Updated 3 years ago
- The code of flow-by-flow network traffic prediction.☆16Aug 14, 2022Updated 4 years ago
- Hyperledger Fabric Spring Boot Starter provides an easy way to get your Spring boot application using Hyperledger Fabric Gateway SDK v2.2…☆16Sep 2, 2020Updated 6 years ago
- ☆13Jun 22, 2021Updated 5 years ago
- ☆12Oct 10, 2021Updated 5 years ago
- Replication material for "Forecasting Hierarchical Time Series with a Regularized Embedding Space," KDD MileTS 2020☆13Mar 1, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Application of deep learning model (Temporal Fusion Transformer) to forecast time-series data☆33Sep 24, 2020Updated 6 years ago
- #30 at KDD CUP 2018 https://biendata.com/competition/kdd_2018/☆42May 31, 2018Updated 8 years ago
- Custom Keras layers for implementing multi-dimensional recurrent neural networks (MDRNNs) described in Alex Graves's paper https://arxiv.…☆10Apr 27, 2020Updated 6 years ago
- 基於DA-RNN之DSTP-RNN論文試做(Ver1.0)☆79Aug 16, 2020Updated 6 years ago
- A PyTorch implement of Dilated RNN☆11Dec 31, 2017Updated 8 years ago
- Pytorch implementation of deep learning models for financial time series forecasting using LOB☆21May 25, 2023Updated 3 years ago
- ☆44Jul 4, 2024Updated 2 years ago