Alternatives and similar repositories for deeplog

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

• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆195Updated 8 months ago
• LeonYang95 / PLELog
  Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.
  ☆75Updated 2 years ago
• logpai / deep-loglizer
  A deep learning toolkit for log-based anomaly detection
  ☆243Updated last year
• HelenGuohx / logbert
  log anomaly detection via BERT
  ☆298Updated 11 months ago
• Thijsvanede / DeepLog
  PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning
  ☆237Updated 9 months ago
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆131Updated last year
• d0ng1ee / logdeep
  log anomaly detection toolkit including DeepLog
  ☆432Updated 5 years ago
• wuyifan18 / DeepLog
  Pytorch Implementation of DeepLog.
  ☆392Updated 10 months ago
• logpai / loghub-2.0
  A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
  ☆110Updated 9 months ago
• IntelligentDDS / SwissLog
  The implementation of SwissLog in ISSRE'20 and TDSC'22
  ☆55Updated 2 years ago
• Mason0629 / RobustLog
  Robust Log-Based Anomaly Detection on Unstable Log Data
  ☆19Updated 5 years ago
• nulog / nulog
  "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020
  ☆57Updated last year
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆61Updated last week
• Wapiti08 / LogAnalyzer
  Ensemble framework of some log based anomaly detection work.
  ☆36Updated 8 months ago
• PerfectZyx / LogAnomaly
  Log-based anomaly detection
  ☆12Updated 3 years ago
• hanxiao0607 / LogTAD
  LogTAD: Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation (CIKM 2021)
  ☆28Updated 2 months ago
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆70Updated 10 months ago
• mooselab / suppmaterial-LogRepForAnomalyDetection
  Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"
  ☆10Updated last year
• arunbaruah / Anomaly_Detection_Transformer
  Anomaly detection from OS logs using Transformers implemented with Pytorch.
  ☆17Updated 4 years ago
• HC-Guo / LogFormer
  [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection
  ☆42Updated last year
• BEbillionaireUSD / Hades
  ☆15Updated 6 months ago
• autumn0409 / Log-based-Anomaly-Detection-System
  The final project of deep learning and practice (summer 2020) in NCTU.
  ☆27Updated 2 years ago
• BoxiYu / LightAD
  A toolkit for Light Log Anomaly Detection [ICSE'24]
  ☆19Updated 3 months ago
• ZhongLIFR / Logs2Graph
  ☆20Updated last year
• WraySmith / log-anomaly
  Log anomaly detection model using a CNN with TF-IDF and sliding window feature extraction.
  ☆44Updated 3 years ago
• qyjcode / deepsyslog
  ☆14Updated 2 years ago
• gaiusyu / Brain
  Brain: Log Parsing with Bidirectional Parallel Tree
  ☆33Updated last week
• Aquariuaa / LightLog
  An deep learning based lightweight TCN for log anomaly detection.
  ☆39Updated 3 years ago
• BlueLionLogram / Logram
  Efficient Log Parsing Using n-Gram Dictionaries
  ☆37Updated 2 years ago
• AIOps-LogDB / MultiLog-Dataset
  ☆11Updated last year