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@LogIntelligence

LogIntelligence

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  1. LogPPT LogPPT Public

    Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)

    Python 49 8

  2. LogADEmpirical LogADEmpirical Public

    Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)

    Python 144 37

  3. NeuralLog NeuralLog Public

    Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)

    Python 92 32

  4. log-analytics-chatgpt log-analytics-chatgpt Public

    Log Parsing: How Far Can ChatGPT Go? (ASE 2023 - NIER Track)

    Python 16

  5. ADR ADR Public

    Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs (Accepted by Automated Software Engineering 2023)

    Python 11 3

Repositories

Showing 6 of 6 repositories
  • PreLog Public

    Code for "Pre-training with Contrastive Learning for Unified Log Analytics"

    Python 1 Apache-2.0 0 0 0 Updated Jan 22, 2024
  • log-analytics-chatgpt Public

    Log Parsing: How Far Can ChatGPT Go? (ASE 2023 - NIER Track)

    Python 16 0 0 0 Updated Dec 7, 2023
  • LogADEmpirical Public

    Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)

    Python 144 MIT 37 16 1 Updated Oct 3, 2023
  • LogPPT Public

    Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)

    Python 49 Apache-2.0 8 12 0 Updated Sep 14, 2023
  • NeuralLog Public

    Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)

    Python 92 MIT 32 5 0 Updated Jun 20, 2023
  • ADR Public

    Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs (Accepted by Automated Software Engineering 2023)

    Python 11 MIT 3 1 0 Updated Sep 29, 2022

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