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]
  ☆134Updated 4 months ago
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆71Updated 4 months ago
• logpai / hybridlogparser
  A toolkit for hybrid log parsing
  ☆18Updated 2 years ago
• microsoft / OpenRCA
  [ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
  ☆261Updated this week
• zeyang919 / LLMParser
  ☆52Updated last year
• lunyiliu / LogPrompt
  ☆95Updated last year
• logpai / AutoLog
  AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]
  ☆41Updated last year
• OpsPAI / awesome-AIOps
  A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).
  ☆299Updated 11 months ago
• zwpride / mABC
  [EMNLP 2024 (Findings)] mABC: multi-Agent Blockchain-inspired Collaboration for root cause analysis in micro-services architecture
  ☆71Updated last year
• guanwei49 / LogLLM
  LogLLM: Log-based Anomaly Detection Using Large Language Models (system log anomaly detection)
  ☆173Updated last month
• LogIntelligence / log-analytics-chatgpt
  Log Parsing: How Far Can ChatGPT Go? (ASE 2023 - NIER Track)
  ☆22Updated 2 years ago
• LeaperOvO / KnowLog
  ☆45Updated 2 years ago
• IntelligentDDS / Nezha
  The implementation of multimodal observability data root cause analysis approach Nezha in FSE 2023
  ☆66Updated 8 months ago
• yinfangchen / cloud-incident-lit
  Cloud incidents/failures related work.
  ☆19Updated last year
• logpai / deep-loglizer
  A deep learning toolkit for log-based anomaly detection
  ☆261Updated 2 years ago
• HelenGuohx / logbert
  log anomaly detection via BERT
  ☆340Updated last year
• BoxiYu / LightAD
  A toolkit for Light Log Anomaly Detection [ICSE'24]
  ☆21Updated 11 months ago
• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆214Updated last year
• nokia / LogGPT
  ☆56Updated 2 years ago
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆142Updated 2 years ago
• Siyuexi / Hue
  [ESEC/FSE'23] Hue: A User-Adaptive Parser for Hybrid Logs
  ☆10Updated 2 years ago
• phamquiluan / RCAEval
  [WWW'25][ASE'24] RCAEval: A Benchmark for Root Cause Analysis.
  ☆101Updated last week
• 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…
  ☆262Updated 2 years ago
• Thijsvanede / DeepLog
  PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning
  ☆268Updated last year
• LogIntelligence / PreLog
  Code for "Pre-training with Contrastive Learning for Unified Log Analytics"
  ☆19Updated 2 years ago
• gaiusyu / Brain
  Brain: Log Parsing with Bidirectional Parallel Tree
  ☆39Updated 7 months ago
• IntelligentDDS / SwissLog
  The implementation of SwissLog in ISSRE'20 and TDSC'22
  ☆58Updated 2 years ago
• logpai / logzip
  An optimized log compression tool via iterative clustering [ASE'19]
  ☆61Updated 6 years ago
• logpai / Drain3
  A robust streaming log template miner based on the Drain algorithm
  ☆744Updated last year
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆99Updated 7 months ago