本项目为时间序列预测项目，主要重点在于对预测项目整体流程的梳理总结，不同框架下如何进行简单数据处理和模型搭建。因此项目中搭建的主要为一些常用模型（后续会不断修改完善）。模型包含了prophet模型、keras库的bp神经网络和lstm网络模型、pytorch 框架下的lstm相关模型。由于prophet模型和keras库的bp神经网络和lstm网络模型的构建、训练、测试整体代码量较少，将直接各自在一个脚本中完成。而pytorch框架下的模型将对代码块进行拆解。
☆26Apr 6, 2023Updated 3 years ago
Alternatives and similar repositories for time-series-forecasting
Users that are interested in time-series-forecasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- bp神经网络的预测 matlab和python实现 个人觉得python更简单点 （因为在写matlab的时候总是出现工具式错误）☆12Aug 6, 2022Updated 3 years ago
- An analysis of AIS ship tracks through clustering, network analysis, and time series analysis.☆10Dec 16, 2020Updated 5 years ago
- 省一 2023年数模国赛C题-基于ARIMA和多目标优化的商超补货策略☆12Dec 16, 2023Updated 2 years ago
- 🥇🏆🏅 KnowAIS project won first place and Best Visualization in The UN Big Data Hackathon 2022 Big Data Expert Track.☆28Dec 30, 2022Updated 3 years ago
- 电报注册教程：2025年国内手机号注册Telegram收不到验证码怎么办？【已解决】本文还将会详细介绍如何下载、安装、注册和使用Telegram电报，并会为大家提供在中国使用Telegram电报的一些实用建议☆20Apr 9, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A time series task- predicting traffic flow using LSTM model☆24Jun 6, 2020Updated 6 years ago
- 配电网负荷预测，BP神经网络，Cart决策树，GDBT，CatBoost☆19Jun 18, 2020Updated 6 years ago
- bp神经网络进行时时彩预 测☆14Jun 3, 2019Updated 7 years ago
- Bayesian Optimization implementation for text classifiction☆23Jul 25, 2024Updated last year
- Load, analyze and plot GPS data from GPX files with numpy/pandas☆14Nov 2, 2025Updated 8 months ago
- 本程序实现决策树 的建立与可视化，以及决策树的预剪枝与后剪枝，数据集为西瓜书4.2、4.3节中的西瓜数据集☆38Sep 6, 2019Updated 6 years ago
- 使用DDQN算法控制单个路口的红绿灯☆15Mar 25, 2022Updated 4 years ago
- Python script for regression of multivariable LSTM neural network.☆11Jun 26, 2021Updated 5 years ago
- 地图选点一键导出公交到达圈 的小工具☆11Apr 4, 2022Updated 4 years 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.
- 斗破苍穹小说的新词发现☆13May 12, 2022Updated 4 years ago
- 采用RNN、LSTM、BP模型对股票数据进行预测☆15Aug 31, 2021Updated 4 years ago
- traffic flow prediction☆16Aug 14, 2023Updated 2 years ago
- 校园二手图书交易系统☆12Jul 31, 2018Updated 7 years ago
- 使用bp神经网络预测电力负荷，使用小型数据集，通过一个简单的例子。Using BPNN to predict power load, using small data set, a simple example.☆27May 4, 2020Updated 6 years ago
- 社团管理系统（ssm）☆13Jul 13, 2023Updated 2 years ago
- CUDA implementation of Wavelet KAN.☆17Jun 8, 2024Updated 2 years ago
- ☆15Oct 16, 2024Updated last year
- 这是一个基于微信小程序的房屋租赁系统☆20Dec 12, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This repository is the implementation of trajectory prediction's methods, such as LaneGCN, Vectornet, TNT...☆15May 26, 2023Updated 3 years ago
- In this repository, I have used ARIMA,SARIMA,AutoArima,ANN,CNN and LSTMs for time series modelling and Anomaly detection has been done us…☆12Feb 8, 2021Updated 5 years ago
- 悦乐学 一款支持预约培训课程的App☆14Sep 25, 2018Updated 7 years ago
- A multi-task model for vessel monitoring using AIS data streams☆86Mar 26, 2020Updated 6 years ago
- 包含灰色预测模型：灰色单变量预测模型GM(1,1)模型，灰色多变量预测模型GM(1,N)模型，GM(1,N)幂模型，灰色多变量周期幂模型GM(1,N|sin)幂模型，以及灰色关联模型☆83Aug 21, 2022Updated 3 years ago
- Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)☆12Jan 24, 2024Updated 2 years ago
- An R package that makes lightgbm models fully interpretable (take reference from https://github.com/AppliedDataSciencePartners/xgboostExp…☆23Aug 8, 2019Updated 6 years ago
- Multi-modal RAG system with knowledge graph indexing. Upload anything, query everything.☆33Dec 23, 2025Updated 6 months ago
- ☆20Mar 12, 2025Updated last year
- 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.
- A modified CNN architecture using Kolmogorov-Arnold Networks☆82May 23, 2024Updated 2 years ago
- [IEEE-TITS] Official implementation of paper "A Survey on the Application of Large Language Models in Scenario-Based Testing of Automated…☆35Jun 10, 2026Updated 3 weeks ago
- ☆30Jul 29, 2021Updated 4 years ago
- 五子棋人机博弈，极大极小值，剪枝，启发式搜索☆10Nov 7, 2020Updated 5 years ago
- CTR prediction models based on spark(LR，FM、XGBoost、XGBoostLR、XGBoostFM)☆34May 8, 2020Updated 6 years ago
- 小猿口算，帮助你获得更快的口算速度（大四也是四）☆13Oct 12, 2024Updated last year
- 基于Python实现的社区充值卡医院管理系统，目的在于满足医院内职工人员工作需求以及医院药品的管理需求等，编程语言:Python ；数据库:MySQL； 前端技术:VUE、javascript、html、css； 后端技术:Flask，管理员、医生、药房角色登录后台进行操作☆26Dec 4, 2024Updated last year