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salesforce/logai

A library for log analytics using machine learning and deep learning, with built-in anomaly detection and benchmarking capabilities.

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LogAI is a comprehensive log analytics library developed by Salesforce that applies machine learning and deep learning techniques to process, parse, and analyze machine logs. It provides tooling for anomaly detection in log data, benchmarking deep-learning-based detection methods, and building customized log-intelligence applications. The library covers the full pipeline from log ingestion and parsing to feature extraction and ML-based analysis.

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