Alternatives and similar repositories for LILAC:

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

• logpai / loghub-2.0
  A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
  ☆108Updated 9 months ago
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆59Updated 3 months ago
• logpai / hybridlogparser
  A toolkit for hybrid log parsing
  ☆18Updated last year
• IntelligentDDS / Nezha
  The implementation of multimodal observability data root cause analysis approach Nezha in FSE 2023
  ☆47Updated 11 months ago
• logpai / AutoLog
  AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]
  ☆37Updated last year
• gaiusyu / Denum
  A log compression tool (ASE2024)
  ☆12Updated 3 weeks ago
• LeonYang95 / PLELog
  Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.
  ☆75Updated last year
• LogIntelligence / log-analytics-chatgpt
  Log Parsing: How Far Can ChatGPT Go? (ASE 2023 - NIER Track)
  ☆21Updated last year
• Jun-jie-Huang / awesome-LLM-AIOps
  A list of awesome academic researches and industrial materials about Large Language Model (LLM) and Artificial Intelligence for IT Operat…
  ☆204Updated this week
• zeyang919 / LLMParser
  ☆38Updated 10 months ago
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆68Updated 9 months ago
• phamquiluan / baro
  [FSE'24 - 🏆 Best Artifact Award] BARO: Robust Root Cause Analysis for Microservice Systems.
  ☆36Updated 4 months ago
• yinfangchen / cloud-incident-lit
  Cloud incidents/failures related work.
  ☆17Updated 4 months ago
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆129Updated last year
• BoxiYu / LightAD
  A toolkit for Light Log Anomaly Detection [ICSE'24]
  ☆18Updated 2 months ago
• ginolzh / Variable_Aware_Log_Abstraction
  ☆8Updated last year
• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆190Updated 7 months ago
• phamquiluan / RCAEval
  [ASE'24][WWW'25] RCAEval: A Benchmark for Root Cause Analysis. https://doi.org/10.1145/3691620.3695065
  ☆43Updated 2 weeks ago
• lunyiliu / LogPrompt
  ☆60Updated 6 months ago
• FudanSELab / DeepTraLog
  ☆33Updated 3 years ago
• gaiusyu / Brain
  Brain: Log Parsing with Bidirectional Parallel Tree
  ☆32Updated 2 weeks ago
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆90Updated 2 months ago
• BEbillionaireUSD / Hades
  ☆14Updated 5 months ago
• LogIntelligence / LogBatcher
  Demonstration-Free: Towards More Practical Log Parsing with Large Language Models
  ☆14Updated 2 weeks ago
• LogIntelligence / PreLog
  Code for "Pre-training with Contrastive Learning for Unified Log Analytics"
  ☆15Updated last year
• BEbillionaireUSD / Eadro
  ☆41Updated 2 years ago
• nokia / LogGPT
  ☆36Updated last year
• logpai / deep-loglizer
  A deep learning toolkit for log-based anomaly detection
  ☆244Updated last year
• guanwei49 / LogLLM
  LogLLM: Log-based Anomaly Detection Using Large Language Models (system log anomaly detection)
  ☆63Updated last week
• HelenGuohx / logbert
  log anomaly detection via BERT
  ☆292Updated 10 months ago