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List of tools & datasets for anomaly detection on time-series data.

3,086 455 Updated Oct 21, 2024

本项目是论文《Anomaly Detection Using Multiscale C-LSTM for Univariate Time-Series》的实验代码,实现了多种时间序列异常检测模型。

Python 51 7 Updated Nov 21, 2023

The Numenta Anomaly Benchmark

Jupyter Notebook 2,018 876 Updated Dec 3, 2024

低代码,在线表单,工作流程,智能报表,大屏设计,应用设计,自动化运维,数据治理,商业智能,任务编排。

Java 213 75 Updated Jul 4, 2025

基于神经网络的流量异常检测

Python 138 14 Updated Jul 28, 2020

Genaral and fast supervised anomaly detection for KPI data 通用快速的基于监督学习的KPI异常探测

Python 11 5 Updated Dec 7, 2018

一站式自动化运维及自动化部署平台, 使用多环境的概念, 提供了机器管理、机器监控报警、Web终端、WebSftp、机器批量执行、机器批量上传、在线查看日志、定时调度任务、应用环境维护、应用构建及发布任务、操作流水线等功能, 帮助企业实现一站式轻量化运维治理, 致力于企业级应用的智能运维。

Java 436 124 Updated Jul 13, 2025

Industrial Production Line Anomaly Detection using Fictional Time Series Data

Python 2 2 Updated Apr 15, 2021

基于SSM框架开发的智能云工厂管理系统

JavaScript 1 Updated Nov 18, 2021

智能工厂人机交互及时通讯系统

Java 10 3 Updated Jun 21, 2022

二型糖尿病预测系统基于python和机器学习算法实现,使用django作为系统框架,通过模板渲染将数据以统计趋势的形式展现给用户,以深度学习的半监督GMM算法作为模型嵌入到系统中,完成对用户上传数据的处理,最终统计数据按时间以周报、月报和年报的形式展示给用户。

12 Updated Oct 9, 2022

物联网环境监测数据中心-物联网项目开发

Java 116 42 Updated Jun 14, 2018

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

Python 121,506 10,538 Updated Jun 27, 2025
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