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.
☆34Jan 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
- 这篇文章讨论了实时车辆轨迹预测的问题，特别是在设备运行过程中需要实时处理路线数据的情况下。文章提出使用LSTM模型来预测后续的经纬度点 ，通过比较预测点和定位点之间的距离来判断定位点的有效性。文章详细介绍了数据导入、特征工程、模型构建、模型评估和保存模型的过程，并提到可以通过…☆17Oct 18, 2024Updated last year
- 基于CNN和BiLSTM实现时间序列预测模型☆18May 31, 2024Updated last year
- 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- data set and models for IEEE access paper "Remaining Useful Life Estimation Using Long Short-Term Memory Neural Networks and Deep Fusion"☆21Jan 23, 2020Updated 6 years ago
- Transformer-based Trajectory Prediction using Higher-order Representations☆18Apr 4, 2025Updated 11 months ago
- Our project consists of constructing a comprehensive dataset that contains detailed information about maritime routes used for seaborne t…☆11Apr 12, 2020Updated 5 years ago
- This is the official repository for the ICLR 2025 Conference Paper - Fast and Slow Streams for Online Time Series Forecasting without Inf…☆15Apr 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
- Implementation in Python/Cython of the algorithm VMD_CVM for signal denoising☆12Jul 29, 2022Updated 3 years ago
- ☆12Mar 15, 2022Updated 4 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆19Nov 18, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- CNNPRE: A CNN-Based Protocol Reverse Engineering Method☆10Jan 13, 2026Updated 2 months ago
- self-organizing map for multiple traveling salesman problem☆11Aug 28, 2020Updated 5 years ago
- Text classification models: cnn, self-attention, cnn-rnf, rnn-att, capsule-net. TensorFlow. Single GPU or multi GPU☆19Mar 15, 2020Updated 6 years ago
- The social-LSTM code for complete trajectory prediction (20 frames). In this repository, the normalized trajectory and non-normalized tra…☆12Apr 16, 2023Updated 2 years ago
- Bayesian LSTM for time-series prediction.☆19May 28, 2020Updated 5 years ago
- Transformer-based autoregressive varitional autoencoder☆12Feb 10, 2020Updated 6 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
- 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
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Please run python train.py to predict time series.☆10Apr 5, 2019Updated 6 years ago
- ☆21Sep 10, 2022Updated 3 years ago
- 本项目集成了全网优秀的攻防工具项目，包含自动化利用，子域名、敏感目录、端口等扫描，各大中间件，cms漏洞利用工具以及应急响应等资料。☆12May 22, 2022Updated 3 years ago
- Python Functions used in the paper: "From point forecasts to multivariate probabilistic forecasts: The Schaake shuffle for day-ahead elec…☆16Feb 10, 2025Updated last year
- 自用quantumultX规则，励志做UI最美观的懒人配置。80%集成于大佬已经完成的规则，剩下20%是自己进行完善的，会不定时进行维护更新。圈X QX 分流规则 懒人配置☆35Nov 15, 2025Updated 4 months ago
- Vehicle Trajectory Prediction Library☆15Feb 5, 2024Updated 2 years ago
- 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
- 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Principal Component Analysis from a statistical perspective☆34Dec 24, 2018Updated 7 years ago
- EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification☆18Jul 28, 2021Updated 4 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☆19May 23, 2023Updated 2 years ago
- Icechunk Pilot for NASA IMPACT☆13May 31, 2025Updated 9 months ago
- Examples on how to make use of DestinE Data Lake services☆14Mar 23, 2026Updated last week
- PCA and DBSCAN based anomaly and outlier detection method for time series data.☆48Sep 26, 2018Updated 7 years ago