Popular GitHub Repositories for Log Semiring

100 Days of ML Coding

A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

Gonzo! The Go based TUI log analysis tool

A machine learning toolkit for log parsing [ICSE'19, DSN'16]

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

Nerdlog: fast, remote-first, multi-host TUI log viewer with timeline histogram and no central server

? llm.report is an open-source logging and analytics platform for OpenAI: Log your ChatGPT API requests, analyze costs, and improve your prompts.

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

LogAI - An open-source library for log analytics and intelligence

Python library to easily log experiments and parallelize hyperparameter search for neural networks

? PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.

Lightweight, single-binary log analytics interface for ClickHouse, focused on high-performance querying and visualization

log anomaly detection toolkit including DeepLog

RAI is a multi-vendor agent framework for robotics, utilizing Langchain and ROS 2 tools to perform complex actions, defined scenarios, free interface execution, log summaries, voice interaction and more.

An open-source dashboard for Cursor.sh IDE. Log AI code generations, track usage, and control AI models (including local ones). Run locally or use upcoming hosted version.

Log Anomaly Detection - Machine learning to detect abnormal events logs

Real-time logs, Interactive terminals, Custom alerts/notifications, File system access. All in one UI, for Docker.

DoctorGPT brings GPT into production for application log error diagnosing!

OpenAI's Structured Outputs with Logprobs

Streaming Anomaly Detection Solution by using Pub/Sub, Dataflow, BQML & Cloud DLP