Alternatives and similar repositories for LightLog

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

• LeonYang95 / PLELog
  Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.
  ☆74Updated 2 years ago
• IntelligentDDS / SwissLog
  The implementation of SwissLog in ISSRE'20 and TDSC'22
  ☆56Updated 2 years ago
• logpai / deep-loglizer
  A deep learning toolkit for log-based anomaly detection
  ☆249Updated last year
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆95Updated 2 months ago
• Thijsvanede / DeepLog
  PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning
  ☆242Updated last year
• d0ng1ee / logdeep
  log anomaly detection toolkit including DeepLog
  ☆443Updated 5 years ago
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆134Updated 2 years ago
• BEbillionaireUSD / Hades
  ☆17Updated 9 months ago
• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆201Updated 11 months 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…
  ☆237Updated 2 years ago
• hanxiao0607 / LogTAD
  LogTAD: Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation (CIKM 2021)
  ☆28Updated 2 months ago
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆64Updated 3 months ago
• HelenGuohx / logbert
  log anomaly detection via BERT
  ☆312Updated last year
• wzwtrevor / Multi-Scale-One-Class-Recurrent-Neural-Networks
  Code for KDD 2021 paper "Multi-Scale One-Class Recurrent Neural Networks \\for Discrete Event Sequence Anomaly Detection"
  ☆18Updated 4 years ago
• wuyifan18 / DeepLog
  Pytorch Implementation of DeepLog.
  ☆403Updated last year
• Mason0629 / RobustLog
  Robust Log-Based Anomaly Detection on Unstable Log Data
  ☆20Updated 5 years ago
• NetManAIOps / TraceRCA
  Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021
  ☆88Updated 2 years ago
• logtransfergit / LogTransfer
  ☆17Updated 5 years ago
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆73Updated last year
• FudanSELab / DeepTraLog
  ☆39Updated 3 years ago
• alipay / microservice_system_twin_graph_based_anomaly_detection
  ☆37Updated last year
• FSEwork / SCWarn
  ☆16Updated 4 years ago
• njustbdag / MLog
  Log anomaly detection based on MogrifierLSTM + CNN
  ☆13Updated 3 years ago
• BoxiYu / LightAD
  A toolkit for Light Log Anomaly Detection [ICSE'24]
  ☆20Updated 6 months ago
• guanwei49 / LogLLM
  LogLLM: Log-based Anomaly Detection Using Large Language Models (system log anomaly detection)
  ☆104Updated 2 weeks ago
• logpai / loghub-2.0
  A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
  ☆115Updated 2 months ago
• nulog / nulog
  "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020
  ☆58Updated 2 years ago
• BEbillionaireUSD / Eadro
  ☆46Updated 2 years ago
• NetManAIOps / DejaVu
  Code and datasets for FSE'22 paper "Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems"
  ☆79Updated 2 years ago
• mooselab / suppmaterial-LogRepForAnomalyDetection
  Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"
  ☆11Updated last year