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ai-marshal's Projects
awesome-log-analysis
A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
bertopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
langchain
⚡ Building applications with LLMs through composability ⚡
lbl2vec
Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.
lmoments3
Estimate linear moments for statistical distribution functions
log3c
Log-based Impactful Problem Identification using Machine Learning [FSE'18]
loghub
A large collection of system log datasets for AI-powered log analytics
loglizer
A log analysis toolkit for automated anomaly detection [ISSRE'16]
logparser
A toolkit for automated log parsing [ICSE'19, TDSC'18, DSN'16]
logzip
A tool for optimal log compression via iterative clustering [ASE'19]
nlu-evaluation-data
Copora for evaluating NLU Services/Platforms such as Dialogflow, LUIS, Watson, Rasa etc.
oos-eval
Repository that accompanies "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction" (EMNLP 2019)
redis-py
Redis Python Client
saxpy
Symbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python
sentence-transformers
Sentence Embeddings with BERT & XLNet
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