Chen1900SEU

flink

Apache Flink

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

easy-monitor

企业级 Node.js 应用性能监控与线上故障定位解决方案

bert

TensorFlow code and pre-trained models for BERT

bert

使用BERT做文本相似度

TraceAnomaly

ISSRE'20: Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks

bk-cmdb

蓝鲸智云配置平台(BlueKing CMDB)

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

scikit-learn

scikit-learn: machine learning in Python

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

2019AIOps_ai

多维监测指标的异常定位比赛

exp-anomaly-detector-AIOps

Using DNN for univariate time series anomaly detection over AIOps Competition dataset

flink-learning

flink learning blog. http://www.54tianzhisheng.cn/ 含 Flink 入门、概念、原理、实战、性能调优、源码解析等内容。涉及 Flink Connector、Metrics、Library、DataStream API、Table API & SQL 等内容的学习案例，还有 Flink 落地应用的大型项目案例（PVUV、日志存储、百亿数据实时去重、监控告警）分享。欢迎大家支持我的专栏《大数据实时计算引擎 Flink 实战与性能优化》

Anomaly-Detection

UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.

Anomaly-Detection

异常检测

Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

Metis

Metis is a learnware platform in the field of AIOps.

bk-sops

蓝鲸智云标准运维(SOPS)

NAB

The Numenta Anomaly Benchmark

clairvoyant

Software designed to identify and monitor social/historical cues for short term stock movement

gpustat

📊 A simple command-line utility for querying and monitoring GPU status

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

spidermon

Scrapy Extension for monitoring spiders execution.

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

spug

开源运维平台：面向中小型企业设计的轻量级无Agent的自动化运维平台，整合了主机管理、主机批量执行、主机在线终端、文件在线上传下载、应用发布部署、在线任务计划、配置中心、监控、报警等一系列功能。

skyline

It'll detect your anomalies! Part of the Kale stack.

luminol

Anomaly Detection and Correlation library

datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

Curve

An Integrated Experimental Platform for time series data anomaly detection.

iops