logparser VS ADBench

Compare logparser vs ADBench and see what are their differences.

logparser

A machine learning toolkit for log parsing [ICSE'19, DSN'16] (by logpai)
Log log-mining log-analysis log-parser log-parsing anomaly-detection Benchmark
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ADBench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022. (by Minqi824)
anomaly-detection Benchmark Data Mining Deep Learning Machine Learning outlier-detection semi-supervised-learning supervised-learning unsupervised-learning data-sicence ensemble-learning neural-networks Python
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logparser ADBench
2 1
1,433 780
1.7% -
7.5 6.9
3 months ago 9 months ago
Python Python
GNU General Public License v3.0 or later BSD 2-clause "Simplified" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

logparser

Posts with mentions or reviews of logparser. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-06.

ADBench

Posts with mentions or reviews of ADBench. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing logparser and ADBench you can also consider the following projects:

loghub - A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

UGFraud - An Unsupervised Graph-based Toolbox for Fraud Detection

nginx-ui - Nginx UI allows you to access and modify the nginx configurations files without cli.

pygod - A Python Library for Graph Outlier Detection (Anomaly Detection)

zero-log-parser - Decode Zero log files from the mobile application into text files

TranAD - [VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

scrapydweb - Web app for Scrapyd cluster management, Scrapy log analysis & visualization, Auto packaging, Timer tasks, Monitor & Alert, and Mobile UI. DEMO :point_right:

MAGIST-Algorithm - Multi-Agent Generally Intelligent Simultaneous Training Algorithm for Project Zeta

LogParser - A Log Parser, that create structured data from log files.

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

pygotham-packaging - Notes from my presentation on Python packaging at PyGotham 2021

fcdd - Repository for the Explainable Deep One-Class Classification paper

logparser vs loghub ADBench vs UGFraud logparser vs nginx-ui ADBench vs pygod logparser vs zero-log-parser ADBench vs TranAD logparser vs scrapydweb ADBench vs MAGIST-Algorithm logparser vs LogParser ADBench vs pyod logparser vs pygotham-packaging ADBench vs fcdd