Alternatives and similar repositories for logai

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

• logpai / deep-loglizer
  A deep learning toolkit for log-based anomaly detection
  ☆251Updated 2 years ago
• HelenGuohx / logbert
  log anomaly detection via BERT
  ☆318Updated last year
• Thijsvanede / DeepLog
  PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning
  ☆249Updated last year
• logpai / Drain3
  A robust streaming log template miner based on the Drain algorithm
  ☆651Updated 8 months ago
• logpai / awesome-log-analysis
  A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
  ☆774Updated last year
• AICoE / log-anomaly-detector
  Log Anomaly Detection - Machine learning to detect abnormal events logs
  ☆336Updated 2 years ago
• logpai / loglizer
  A machine learning toolkit for log-based anomaly detection [ISSRE'16]
  ☆1,377Updated last year
• logpai / logparser
  A machine learning toolkit for log parsing [ICSE'19, DSN'16]
  ☆1,849Updated 4 months ago
• d0ng1ee / logdeep
  log anomaly detection toolkit including DeepLog
  ☆445Updated 5 years ago
• OpsPAI / awesome-AIOps
  A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).
  ☆287Updated 8 months ago
• guanwei49 / LogLLM
  LogLLM: Log-based Anomaly Detection Using Large Language Models (system log anomaly detection)
  ☆120Updated 2 months ago
• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆203Updated last year
• logpai / loghub
  A large collection of system log datasets for AI-driven log analytics [ISSRE'23]
  ☆2,360Updated this week
• logpai / loghub-2.0
  A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
  ☆121Updated last week
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆74Updated this week
• nokia / LogGPT
  ☆50Updated last year
• ixalodecte / AI-Log-Analyzer
  Machine learning algorithms to detect anomalies in unstructured logs
  ☆46Updated last year
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆136Updated 2 years ago
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆97Updated 3 months ago
• wuyifan18 / DeepLog
  Pytorch Implementation of DeepLog.
  ☆409Updated last year
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆64Updated last month
• EvoTestOps / LogLead
  LogLead stands for Log Loader, Enhancer, and Anomaly Detector.
  ☆24Updated last month
• lunyiliu / LogPrompt
  ☆86Updated 11 months ago
• logpai / LILAC
  LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]
  ☆57Updated last year
• WraySmith / log-anomaly
  Log anomaly detection model using a CNN with TF-IDF and sliding window feature extraction.
  ☆50Updated 4 years ago
• logpai / Log3C
  Log-based impactful problem identification using machine learning [FSE'18]
  ☆176Updated 2 years ago
• nulog / nulog
  "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020
  ☆58Updated 2 years ago
• LogIntelligence / LogBatcher
  Demonstration-Free: Towards More Practical Log Parsing with Large Language Models
  ☆19Updated 4 months ago
• BlueLionLogram / Logram
  Efficient Log Parsing Using n-Gram Dictionaries
  ☆38Updated 3 years ago
• ait-aecid / logdata-anomaly-miner
  This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited…
  ☆86Updated 3 weeks ago