Alternatives and similar repositories for PLELog

Users that are interested in PLELog are comparing it to the libraries listed below

• IntelligentDDS / SwissLog
  The implementation of SwissLog in ISSRE'20 and TDSC'22
  ☆55Updated 2 years ago
• PerfectZyx / LogAnomaly
  Log-based anomaly detection
  ☆12Updated 3 years ago
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆133Updated 2 years ago
• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆197Updated 8 months ago
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆91Updated this week
• hanxiao0607 / LogTAD
  LogTAD: Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation (CIKM 2021)
  ☆28Updated last week
• logpai / loghub-2.0
  A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
  ☆111Updated last week
• BEbillionaireUSD / Hades
  ☆16Updated 7 months ago
• BEbillionaireUSD / Eadro
  ☆46Updated 2 years ago
• Mason0629 / RobustLog
  Robust Log-Based Anomaly Detection on Unstable Log Data
  ☆20Updated 5 years ago
• nulog / nulog
  "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020
  ☆57Updated last year
• alipay / microservice_system_twin_graph_based_anomaly_detection
  ☆35Updated last year
• logtransfergit / LogTransfer
  ☆17Updated 5 years ago
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆62Updated last month
• FSEwork / SCWarn
  ☆16Updated 4 years ago
• BoxiYu / LightAD
  A toolkit for Light Log Anomaly Detection [ICSE'24]
  ☆19Updated 4 months ago
• HC-Guo / LogFormer
  [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection
  ☆43Updated last year
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆72Updated 10 months ago
• logpai / AutoLog
  AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]
  ☆39Updated last year
• FudanSELab / DeepTraLog
  ☆34Updated 3 years ago
• mooselab / suppmaterial-LogRepForAnomalyDetection
  Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"
  ☆11Updated last year
• logpai / deep-loglizer
  A deep learning toolkit for log-based anomaly detection
  ☆243Updated last year
• NetManAIOps / TraceRCA
  Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021
  ☆88Updated 2 years ago
• lizeyan / train-ticket
  Train Ticket - A Benchmark Microservice System
  ☆19Updated 2 years ago
• yul091 / GraphLogAD
  Codebase for the ICKG 2023 paper: "GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection".
  ☆20Updated last year
• AIOps-LogDB / MultiLog-Dataset
  ☆11Updated last year
• gaiusyu / Brain
  Brain: Log Parsing with Bidirectional Parallel Tree
  ☆34Updated last week
• ginolzh / Variable_Aware_Log_Abstraction
  ☆9Updated last year
• 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
• NetManAIOps / DejaVu
  Code and datasets for FSE'22 paper "Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems"
  ☆78Updated 2 years ago