CNN+LSTM 时间序列预测深度学习完整框架，实现数据处理、超参数调优、训练、推理、可视化等全流程功能。基于Pytorch实现，并使用Optuna实现超参数调优，使用Tensorboard支持训练监控，并集成YAML文件配置管理。
☆34Apr 14, 2025Updated last year
Alternatives and similar repositories for CNN_LSTM
Users that are interested in CNN_LSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- It is a pytorch implementation of CNN+LSTM model proposed by Kuang et al. for time series forecasting.☆38Apr 19, 2022Updated 4 years ago
- Code for the paper "Semantic Communication Empowered Physical-layer Network Coding"☆10Sep 6, 2022Updated 3 years ago
- ☆14Dec 9, 2024Updated last year
- ☆17Jan 11, 2024Updated 2 years ago
- Code for "NN-EUCLID: Deep-learning hyperelasticity without stress data" (Journal of the Mechanics and Physics of Solids, 2022).☆17Aug 11, 2025Updated last year
- 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.
- ☆29Sep 7, 2022Updated 3 years ago
- Code for Federated Learning for Semantic Communication Edge Networks in Industrial IoT☆16Jul 2, 2023Updated 3 years ago
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆25Sep 25, 2024Updated last year
- 本科毕业设计，液态金属性能预测和训练平台，用Django作为后端，Echarts呈现图表的可视化数据大屏☆13May 16, 2022Updated 4 years ago
- This is the official implementation of our research paper "One-day-ahead electricity load forecasting of non-residential buildings using …☆25Jan 14, 2026Updated 7 months ago
- Source code for "Deep Joint Source-Channel Coding Over Cooperative Relay Networks", 2024 IEEE International Conference on Machine Learnin…☆20Nov 14, 2024Updated last year
- Implementation of followinf estimation algorithms in python: Kalman Filter, Extended Kalman Filter, Unscented Kalman Filter, Cubature Kal…☆11Updated this week
- ☆21Aug 12, 2024Updated 2 years ago
- Code for analyzing our published lithium-ion battery aging data. Includes data loading, outlier correction, feature extraction (capacity,…☆21Sep 24, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- EDA and Time Series Stream Clustering for London Smart Meter Dataset, using Autoencoder with Kmeans algorithm, DB Scan, and Hierarchical …☆12Jul 13, 2021Updated 5 years ago
- This is a project for mechanical fault detection. The reason why it is called cute little bird may be because the eyesight of birds is pa…☆15Feb 2, 2024Updated 2 years ago
- Personal quant trading open-source strategy and notes☆16Jun 1, 2025Updated last year
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆13May 26, 2026Updated 2 months ago
- MSTDA☆11Oct 16, 2024Updated last year
- 1) How to Prepare Time Series Data for CNNs and LSTMs?? 2) How to Develop CNNs for Time Series Forecasting?? 3) How to Develop LSTMs for …☆12May 12, 2024Updated 2 years ago
- 本项目构建了一个**电–热–气–氢综合能源系统（Integrated Energy System, IES）**的优化调度模型，重点研究在可再生能源接入条件下，多能耦合系统的协同运行与资源调度问题。 模型以**短期运行调度（24 小时）**为研究对象，通过优化各类能源转换…☆38Mar 11, 2026Updated 5 months ago
- 数控加工单元数字孪生☆13Jul 6, 2021Updated 5 years ago
- Implementation of a regression capsule network for use in li-ion battery RUL☆10Nov 17, 2022Updated 3 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.
- The main code of our proposed multi-resolution interactive transformer☆11May 16, 2025Updated last year
- Rust parser for MiniQMT/QMT local market data, finance files, and dividend metadata.☆21Apr 17, 2026Updated 4 months ago
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆13Apr 27, 2024Updated 2 years ago
- This project is for paper " PFFN: A Parallel Feature Fusion Network for Remaining Useful Life Early Prediction of Lithium-ion Battery …☆10Apr 17, 2024Updated 2 years ago
- Digital Twin of an Induction Motor: Fault Analysis and Predictive Maintenance☆18Jan 13, 2024Updated 2 years ago
- LLM驱动的智能量化因子挖掘与筛选系统 - 基于Qlib多模型回测☆16Dec 24, 2025Updated 7 months ago
- BG-CNN: A Hybrid Fault Diagnosis Method for Improved Fault Isolation. This repository presents the BG-CNN method, a novel approach that …☆12Jun 25, 2024Updated 2 years ago
- 上证50ETF波动率指数☆18May 13, 2023Updated 3 years ago
- Python code for IEEE TVT: Two-Way Semantic Communications without Feedback (Semantic Communication)☆27Jul 11, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A open source dataset about milling to monitoring tool wear status☆16Sep 17, 2024Updated last year
- 高性能量化交易系统 - 融合miniQMT实盘交易和BackTrader回测框架，支持每秒10,000条数据处理的专业量化交易解决方案☆17Jun 12, 2025Updated last year
- Physics Informed Neural Network for Time Series Forecasting☆13Jun 1, 2023Updated 3 years ago
- Deep Transfer Convolutional Neural Network and Extreme Learning Machine for Lung Nodule Diagnosis on CT images☆14Feb 2, 2021Updated 5 years ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆16Feb 9, 2025Updated last year
- This repository is for the implementation of SGWN.☆14Oct 12, 2024Updated last year
- ☆16Jan 21, 2026Updated 6 months ago