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anomalygpt

The first LVLM based IAD method!

autoops

awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

awesome-ts-anomaly-detection

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

caffe

Caffe: a fast open framework for deep learning.

deeplearning21examples

deeptralog

DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning

deeptralog-1

deeptralog-2

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.

graphembedding

Implementation and experiments of graph embedding algorithms.

k8sgpt

Giving Kubernetes Superpowers to everyone

keras-cn

Chinese keras documents with more examples, explanations and tips.

learning-ai-tensorflow2

log-anomaly-detector

Log Anomaly Detection - Machine learning to detect abnormal events logs

machine-learning-with-graphs

pbscaler

PBScaler: A Bottleneck-aware Autoscaling Framework for Microservice-based Applications

pythonproject

python项目练习

pytorch_geometric

Graph Neural Network Library for PyTorch

samcicd

samcrm

snake-ai

An AI agent that beats the classic game "Snake".

street-fighter-ai

This is an AI agent for Street Fighter II Champion Edition.

tensorflow-book

traceanomaly

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

tracerca

Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021

tracevae

The source code for "Unsupervised Anomaly Detection on Microservice Traces through Graph VAE" in WWW2023.

train-ticket

Train Ticket - A Benchmark Microservice System