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)
  ☆181Updated 6 months ago
• LeonYang95 / PLELog
  Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.
  ☆74Updated last year
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆121Updated last year
• logpai / deep-loglizer
  A deep learning toolkit for log-based anomaly detection
  ☆241Updated last year
• HelenGuohx / logbert
  log anomaly detection via BERT
  ☆283Updated 9 months ago
• Thijsvanede / DeepLog
  PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning
  ☆228Updated 7 months ago
• IntelligentDDS / SwissLog
  The implementation of SwissLog in ISSRE'20 and TDSC'22
  ☆54Updated last year
• nulog / nulog
  "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020
  ☆57Updated last year
• logpai / loghub-2.0
  A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
  ☆100Updated 7 months ago
• Mason0629 / RobustLog
  Robust Log-Based Anomaly Detection on Unstable Log Data
  ☆19Updated 5 years ago
• d0ng1ee / logdeep
  log anomaly detection toolkit including DeepLog
  ☆424Updated 4 years ago
• wuyifan18 / DeepLog
  Pytorch Implementation of DeepLog.
  ☆387Updated 8 months ago
• Wapiti08 / LogAnalyzer
  Ensemble framework of some log based anomaly detection work.
  ☆35Updated 5 months ago
• PerfectZyx / LogAnomaly
  Log-based anomaly detection
  ☆11Updated 2 years ago
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆58Updated 7 months ago
• hanxiao0607 / LogTAD
  LogTAD: Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation (CIKM 2021)
  ☆27Updated last year
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆57Updated 2 months ago
• Aquariuaa / LightLog
  An deep learning based lightweight TCN for log anomaly detection.
  ☆39Updated 3 years ago
• saucer-man / Dlog
  Host log detection based on deep learning 基于LSTM神经网络模型的日志异常检测
  ☆89Updated 2 years ago
• arunbaruah / Anomaly_Detection_Transformer
  Anomaly detection from OS logs using Transformers implemented with Pytorch.
  ☆16Updated 4 years ago
• BoxiYu / LightAD
  A toolkit for Light Log Anomaly Detection [ICSE'24]
  ☆18Updated last month
• HC-Guo / LogFormer
  [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection
  ☆40Updated 10 months ago
• NetManAIOps / TraceRCA
  Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021
  ☆84Updated last year
• autumn0409 / Log-based-Anomaly-Detection-System
  The final project of deep learning and practice (summer 2020) in NCTU.
  ☆26Updated 2 years ago
• WraySmith / log-anomaly
  Log anomaly detection model using a CNN with TF-IDF and sliding window feature extraction.
  ☆44Updated 3 years ago
• PragyaShukla2580 / DeepLog
  Anomaly detection is a critical step towards building a secure and trustworthy system. The primary purpose of a system log is to record s…
  ☆13Updated 3 years ago
• BEbillionaireUSD / Hades
  ☆14Updated 4 months ago
• FSEwork / SCWarn
  ☆15Updated 3 years ago
• logtransfergit / LogTransfer
  ☆17Updated 5 years ago
• mooselab / suppmaterial-LogRepForAnomalyDetection
  Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"
  ☆10Updated last year