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2017-huawei-programming-contest

用了一个k-means和模拟退火搜索出最优的服务器位置以及分配路径

anomalydetector

SR-CNN

attention

some attention implements

awesome-aiops

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

awesome-log-analysis

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

bawangcan

一键报名大众·评霸王餐

donut

Donut is an anomaly detection algorithm for seasonal KPIs.

dragonfly

Dragonfly is an intelligent P2P based image and file distribution system.

evolving-of-neural-network-for-network-embedding

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

loglizer

A log analysis toolkit for automated anomaly detection [ISSRE'16]

mad-gans

Applied generative adversarial networks (GANs) to do anomaly detection for time series data

memae-anomaly-detection

MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection". ICCV 2019.

metis

Metis is a learnware platform in the field of AIOps.

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

omnianomaly

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

openne

An Open-Source Package for Network Embedding (NE)

pat

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

svdrecommendersystem

将SVD应用于推荐系统中的评分预测问题

taganomaly

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

time-series-arima-xgboost-rnn

Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN

timeseriesprediction

天池智慧交通预测挑战赛解决方案

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

vrp

捉水母小队