Popular GitHub Repositories for Log Likelihood

100 Days of ML Coding

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

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.

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.

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

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

DoctorGPT brings GPT into production for application log error diagnosing!

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

OpenAI's Structured Outputs with Logprobs

Log-based impactful problem identification using machine learning [FSE'18]

A lightweight logger for machine learning teams to log images and predictions in production.