CaoYiMing0

anomalydetector

SR-CNN

Squeeze

ISSRE 2019: Generic and Robust Localization of Multi-Dimensional Root Cause

riskloc

Implementation of RiskLoc, a method for localizing multi-dimensional root causes.

Adtributor

implementation of https://www.usenix.org/system/files/conference/nsdi14/nsdi14-paper-bhagwan.pdf

atspy

AtsPy: Automated Time Series Models in Python (by @firmai)

sktime

A unified framework for machine learning with time series

pyod

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

AnomalyDetection

Anomaly Detection with R

GluonTS-Learning-in-Action

MXNET之GluonTS学习手册

Multidimensional_root_cause_analysis

基于蒙特卡洛树（MCTS）的多维监控异常根因分析

LogClass

IEEE-TNSM 2021: Anomalous Log Identification and Classification with Partial Labels

QASystemOnMedicalKG

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

itstack-demo-design

:art: 《重学Java设计模式》是一本互联网真实案例实践书籍。以落地解决方案为核心，从实际业务中抽离出，交易、营销、秒杀、中间件、源码等22个真实场景，来学习设计模式的运用。欢迎关注小傅哥，微信(fustack)，公众号：bugstack虫洞栈，博客：https://bugstack.cn

The-Flask-Mega-Tutorial-zh

翻译自Miguel Grinberg的blog https://blog.miguelgrinberg.com 的2017年新版The Flask Mega-Tutorial教程

dl4j-tutorials

dl4j 基础教程 配套视频：https://space.bilibili.com/327018681/#/

the-gan-zoo

A list of all named GANs!

StudyNotes

个人学习笔记

stable-diffusion

A latent text-to-image diffusion model

stl-decomp-4j

Java implementation of Seasonal-Trend-Loess time-series decomposition algorithm.

transdim

Machine learning for transportation data imputation and prediction.

audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

vision

Datasets, Transforms and Models specific to Computer Vision

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Hierarchical_Cluster

Java版的层次聚类实例

aiops

aiops相关算法，包含异常检测、预测、根因分析等

DFT_FFT_drawWAV

利用Java实现DFT、FFT，并绘制波形图和频谱图，音频播放频谱或波形图实时显示效果。

MultivariateAnalysis

awesome-AIOps

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

U-Time

U-Time: A Fully Convolutional Network for Time Series Segmentation