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.
☆29Aug 28, 2025Updated 7 months ago
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:
- Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series (AAAI'20)☆47Dec 18, 2021Updated 4 years ago
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 6 years ago
- Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey☆45Apr 4, 2024Updated last year
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- ☆37Mar 2, 2026Updated 3 weeks ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆13Aug 2, 2021Updated 4 years ago
- A metric learning method to learn a provably robust Mahalanobis distance☆10Jan 29, 2022Updated 4 years ago
- ☆17Dec 26, 2019Updated 6 years ago
- Implementation of LSTM with FCN in keras.☆13Feb 23, 2018Updated 8 years ago
- 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
- Source code for the NAACL 2021 paper: "Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors"☆12Jul 15, 2021Updated 4 years ago
- Multivariate time-series forecasting with LSTNET and soft-DTW loss☆30Jun 3, 2020Updated 5 years ago
- Multivariate timeseries similarity compare, MTS, DTW, PCA, CPCA☆28Aug 14, 2019Updated 6 years ago
- Encoding Time Series as Images for Classification using CNNs☆15Aug 16, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code for my master thesis on hierarchical probabilistic forecasting of smart meter time series using weather input.☆11Aug 21, 2022Updated 3 years ago
- Code for the paper "Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation", Buffelli D., Vandin F.,…☆19Jan 14, 2022Updated 4 years ago
- [Implementation example] Attend and Diagnose: Clinical Time Series Analysis Using Attention Models☆47Aug 23, 2022Updated 3 years ago
- Ensemble long short-term memory. A gradient-free neural network that combines ensemble neural network and long short-term memory.☆23Jun 26, 2021Updated 4 years ago
- Pytorch implementation of deep learning models for financial time series forecasting using LOB☆21May 25, 2023Updated 2 years ago
- ☆18Jan 23, 2023Updated 3 years ago
- ☆15Dec 11, 2024Updated last year
- 2021搜狐校园文本匹配算法大赛☆16Jun 4, 2021Updated 4 years ago
- The code of flow-by-flow network traffic prediction.☆15Aug 14, 2022Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constrained Memory Time Series Classification☆18May 5, 2025Updated 10 months ago
- The Pytorch implementation of Time aware and Feature similarity Self Attention in Vessel Fuel Consumption Prediction☆12Dec 15, 2021Updated 4 years ago
- Code and demo of paper “Complex Sequential Understanding through the Awareness of Spatial and Temporal Concepts” submitted to Nature Mach…☆13Feb 22, 2020Updated 6 years ago
- Time series forecast using deep learning transformers (simple, XL, compressive). Implementation in Pytorch and Pytorch Lightning.☆30Jul 9, 2020Updated 5 years ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 4 years ago
- ☆55Jul 30, 2024Updated last year
- ☆13Jun 22, 2021Updated 4 years ago
- Hierarchical Time Series Forecasting☆15Feb 8, 2023Updated 3 years ago
- Replication material for "Forecasting Hierarchical Time Series with a Regularized Embedding Space," KDD MileTS 2020☆13Mar 1, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Code for HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom CoMoRea 2022☆13May 9, 2022Updated 3 years ago
- This code is the implementation of this paper (Multistage attention network for multivariate time series prediction)☆23Apr 24, 2020Updated 5 years ago
- ☆41Jul 4, 2024Updated last year
- Application of deep learning model (Temporal Fusion Transformer) to forecast time-series data☆33Sep 24, 2020Updated 5 years ago
- #30 at KDD CUP 2018 https://biendata.com/competition/kdd_2018/☆42May 31, 2018Updated 7 years ago
- Official PyTorch implementation for "Learning Sparse Latent Graph Representations for Anomaly Detection in Multivariate Time Series" (KDD…☆39Oct 13, 2023Updated 2 years ago
- ☆32Jun 11, 2024Updated last year