This documents the training and evaluation of a Hybrid CNN-LSTM Attention model for time series classification in a dataset. The model combines convolutional neural networks (CNNs) for feature extraction, long short-term memory (LSTM) networks for sequential modeling, and attention mechanisms to focus on important parts of the sequence.
☆33Jan 14, 2025Updated last year
Alternatives and similar repositories for Hybrid-CNN-LSTM-with-Spatial-Attention
Users that are interested in Hybrid-CNN-LSTM-with-Spatial-Attention are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于CNN-BiLSTM-Attention对K线图进行多种预测☆16Jan 11, 2025Updated last year
- This repository contains an experimental PyTorch implementation exploring the NoProp algorithm, presented in the paper "NOPROP: TRAINING …☆16Updated this week
- Code for paper "Trajectory-CNN: a new spatio-temporal feature learning network for human motion prediction"☆14Dec 20, 2023Updated 2 years ago
- CMU Masters Thesis Project: UAV Path Planning and Human Trajectory Prediction for Navigation through Work Sites.☆11May 4, 2021Updated 4 years ago
- Transformer-based Trajectory Prediction using Higher-order Representations☆18Apr 4, 2025Updated last year
- 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.
- Time Series Forecasting with Temporal Fusion Transformer in Pytorch☆12Dec 8, 2021Updated 4 years ago
- Our project consists of constructing a comprehensive dataset that contains detailed information about maritime routes used for seaborne t…☆11Apr 12, 2020Updated 6 years ago
- This is the official repository for the ICLR 2025 Conference Paper - Fast and Slow Streams for Online Time Series Forecasting without Inf…☆16Apr 30, 2025Updated 11 months ago
- This repository contains Python code for analyzing and processing the Case Western Reserve University Bearing Dataset. The code includes …☆16Jul 17, 2024Updated last year
- Transformer-based Conditional Generative Adversarial Network for Multivariate Time Series Generation (IWTA - PAKDD2023)☆12May 1, 2023Updated 2 years ago
- ☆12Mar 15, 2022Updated 4 years ago
- Physics Informed Neural Network for Time Series Forecasting☆13Jun 1, 2023Updated 2 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆19Nov 18, 2021Updated 4 years ago
- Deep learning models for classifying ECG time series☆12Jul 28, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The social-LSTM code for complete trajectory prediction (20 frames). In this repository, the normalized trajectory and non-normalized tra…☆12Apr 16, 2023Updated 3 years ago
- self-organizing map for multiple traveling salesman problem☆11Aug 28, 2020Updated 5 years ago
- Using a Quantum Computing variant of a Long Short Term Memory model as the generator for a Generative Adversial Network used for time-ser…☆14Jan 2, 2024Updated 2 years ago
- Repository provides an implementation of D*Lite algorithm adapted for single-shot grid-based 2D environment.☆20Oct 26, 2017Updated 8 years ago
- Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space, presented at Tackling Climate Change…☆26Dec 3, 2021Updated 4 years ago
- This project introduces an automated system designed to identify motorcyclists who are not wearing helmets and to extract motorcycle numb…☆18Oct 22, 2024Updated last year
- Please run python train.py to predict time series.☆10Apr 5, 2019Updated 7 years ago
- ☆23Sep 10, 2022Updated 3 years ago
- Vehicle Trajectory Prediction Library☆15Feb 5, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Predict Flight Trajectory based on Flight Plans and Weather Data☆16Sep 12, 2022Updated 3 years ago
- A Chinese-based Repo for Transformer Starters on Its Everything.☆36Jan 31, 2025Updated last year
- 采用vit实现图像分类☆28Aug 30, 2023Updated 2 years ago
- 一个使用yolov5模型和deepsort算法的车辆检测项目，附带处理好的数据集☆45Jul 19, 2021Updated 4 years ago
- Predict the trajectory of the vehicles in HCM city streets with YOLOv7 + DeepSORT + CNN-LSTM/CNN-GRU.☆16Sep 26, 2023Updated 2 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Aug 21, 2022Updated 3 years ago
- A Auto Clock tool for adb click with OCR☆20May 23, 2023Updated 2 years ago
- Icechunk Pilot for NASA IMPACT☆13May 31, 2025Updated 10 months ago
- Examples on how to make use of DestinE Data Lake services☆14Apr 3, 2026Updated 2 weeks ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- DTW-SOM: Self-organizing map for time-series data☆27Dec 8, 2022Updated 3 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 2 years ago
- Deep Learning Visualization Tools Using PyTorch☆11Feb 2, 2021Updated 5 years ago
- Exploring Large Language Models for Trajectory Prediction: A Technical Perspective☆28Jun 12, 2024Updated last year
- Exploring Dynamic Context for Multi-path Trajectory Prediction☆26Sep 20, 2021Updated 4 years ago
- ☆13Mar 19, 2021Updated 5 years ago
- fazic.fazibear.me☆23Updated this week