Alternatives and similar repositories for awesome-log-analysis

Users that are interested in awesome-log-analysis are comparing it to the libraries listed below

• d0ng1ee / logdeep
  log anomaly detection toolkit including DeepLog
  ☆434Updated 5 years ago
• wuyifan18 / DeepLog
  Pytorch Implementation of DeepLog.
  ☆395Updated 11 months ago
• logpai / deep-loglizer
  A deep learning toolkit for log-based anomaly detection
  ☆243Updated last year
• logpai / Drain3
  A robust streaming log template miner based on the Drain algorithm
  ☆576Updated 4 months ago
• logpai / loglizer
  A machine learning toolkit for log-based anomaly detection [ISSRE'16]
  ☆1,359Updated last year
• logpai / logparser
  A machine learning toolkit for log parsing [ICSE'19, DSN'16]
  ☆1,771Updated 2 weeks ago
• AICoE / log-anomaly-detector
  Log Anomaly Detection - Machine learning to detect abnormal events logs
  ☆331Updated 2 years ago
• Thijsvanede / DeepLog
  PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning
  ☆239Updated 10 months ago
• logpai / Log3C
  Log-based impactful problem identification using machine learning [FSE'18]
  ☆174Updated last year
• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆197Updated 9 months ago
• logpai / loghub
  A large collection of system log datasets for AI-driven log analytics [ISSRE'23]
  ☆2,169Updated this week
• HelenGuohx / logbert
  log anomaly detection via BERT
  ☆297Updated last year
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆91Updated this week
• jixinpu / aiopstools
  The fundamental package for AIops with python.
  ☆392Updated 5 years ago
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆72Updated 10 months ago
• logpai / loghub-2.0
  A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
  ☆111Updated 2 weeks ago
• dreamhomes / RCAPapers
  Papers about Root Cause Analysis in MicroService Systems. Reference to Paper Notes: https://dreamhomes.top/
  ☆139Updated 3 years ago
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆133Updated 2 years ago
• LeonYang95 / PLELog
  Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.
  ☆74Updated 2 years ago
• nulog / nulog
  "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020
  ☆57Updated last year
• chenryn / aiops-handbook
  Collection of slides, repositories, papers about AIOps
  ☆1,414Updated 4 months ago
• NetManAIOps / TraceRCA
  Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021
  ☆88Updated 2 years ago
• WraySmith / log-anomaly
  Log anomaly detection model using a CNN with TF-IDF and sliding window feature extraction.
  ☆44Updated 3 years ago
• Wapiti08 / LogAnalyzer
  Ensemble framework of some log based anomaly detection work.
  ☆36Updated 8 months ago
• BlueLionLogram / Logram
  Efficient Log Parsing Using n-Gram Dictionaries
  ☆37Updated 2 years ago
• CloudWise-OpenSource / GAIA-DataSet
  GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analy…
  ☆221Updated 2 years ago
• IntelligentDDS / SwissLog
  The implementation of SwissLog in ISSRE'20 and TDSC'22
  ☆55Updated 2 years ago
• guanwei49 / LogLLM
  LogLLM: Log-based Anomaly Detection Using Large Language Models (system log anomaly detection)
  ☆77Updated last week
• autumn0409 / Log-based-Anomaly-Detection-System
  The final project of deep learning and practice (summer 2020) in NCTU.
  ☆27Updated 2 years ago
• bave / pyspell
  python log parser using "Spell: Streaming Parsing of System Event Logs"
  ☆24Updated 6 years ago