zhangdabao96

zhangdabao96's Stars

• ccfos/nightingale

  An all-in-one observability solution which aims to combine the advantages of Prometheus and Grafana. It manages alert rules and visualizes metrics, logs, traces in a beautiful web UI.

  Language:Go9.6k1.4k

• lotcher/HALO

  【KDD2021】"HALO: Hierarchy-aware Fault Localization for Cloud Systems" code reproduction

  Language:Python10

• Tencent/Metis

  Metis is a learnware platform in the field of AIOps.

  Language:Python1.7k495

• microsoft/TagAnomaly

  Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)

  Language:R32061

• numenta/NAB

  The Numenta Anomaly Benchmark

  Language:Jupyter Notebook1.9k869

• CloudWise-OpenSource/GAIA-DataSet

  GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analysis, fault localization, etc.

  17931

• elastisys/MicroRCA

  Source code of MicroRCA

  Language:Python6925

• VachelHU/EvoNet

  Time-Series Event Prediction with Evolutionary State Graph, WSDM 2021

  Language:Python8826

• FesonX/cn-text-classifier

  中文文本聚类

  Language:Python12031

• mmhs013/pyMannKendall

  A python package for non parametric Mann Kendall family of trend tests.

  Language:Python23764

• baidu/Curve

  An Integrated Experimental Platform for time series data anomaly detection.

  Language:JavaScript530133

• matrix-profile-foundation/matrixprofile

  A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

  Language:Python36162

• unit8co/darts

  A python library for user-friendly forecasting and anomaly detection on time series.

  Language:Python8k866

• arundo/adtk

  A Python toolkit for rule-based/unsupervised anomaly detection in time series

  Language:Python1.1k145

• rob-med/awesome-TS-anomaly-detection

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

  2.9k448

• kniost/BUPT-Resources

  北邮研究生毕业论文模板以及各种校内信息

  13516

• SeongokRyu/Graph-neural-networks

  Language:Jupyter Notebook511138

• shenweichen/GraphNeuralNetwork

  Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

  Language:Python782183

• microsoft/tf-gnn-samples

  TensorFlow implementations of Graph Neural Networks

  Language:Python917228

• Vay-keen/Machine-learning-learning-notes

  周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

  7.3k1.9k

• yzhao062/anomaly-detection-resources

  Anomaly detection related books, papers, videos, and toolboxes

  Language:Python8.3k1.7k

• NetManAIOps/OmniAnomaly

  KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

  Language:Python723194

• nndl/nndl.github.io

  《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

  Language:HTML17.4k3.6k

• yzhao062/pyod

  A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

  Language:Python8.5k1.4k

• baidu/NoahV

  An efficient front-end application framework based on vue.js

  Language:JavaScript639147

• logpai/awesome-log-analysis

  A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps

  706127

• zhuyiche/awesome-anomaly-detection

  A complete list of papers on anomaly detection.

  517111

• linjinjin123/awesome-AIOps

  AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

  1.6k357

• chenryn/aiops-handbook

  Collection of slides, repositories, papers about AIOps

  1.3k278

• opendevops-cn/opendevops

  CODO是一款为用户提供企业多混合云、全球一站式DevOps、自动化运维、完全开源的云管理平台、自动化运维平台

  Language:Python3.8k1k