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Real-time monitor and web admin for Celery distributed task queue
- celery
- task-queue
- monitoring
- administration
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
- progress
- bar
- progress-bar
- progressbar
Asynchronous Python framework for event-driven services. A thin client for Kafka, RabbitMQ, NATS, Redis and MQTT with full access to native broker features, plus AsyncAPI docs, in-memory tests and observability out of the box.
Simple, powerful, and fast logging for Python.
- python
- logging
- structured-logging
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
Python package for the evaluation of odometry and SLAM
- slam
- odometry
- evaluation
- metrics
Modern, privacy-friendly, and detailed web analytics that works without cookies or JS.
- web-analytics
- monitoring
- django
- python
pg_activity is a top like application for PostgreSQL server activity monitoring.
- postgresql
- activity
- monitoring
- cli
StreamAlert is a serverless, realtime data analysis framework which empowers you to ingest, analyze, and alert on data from any environment, using datasources and alerting logic you define.
- security
- kinesis
- serverless
- terraform
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
- ai
- fairness-ai
- fairness
- fairness-testing
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.
- ai-gateway
- observability
- simulation
- ai-agents
The official Python SDK for Sentry.io
- sentry
- python
- sentry-python
- crash-reporting
:desktop_computer: Command-line system monitoring
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
Real-time monitoring for Claude Code agents through simple hook event tracking.
Common financial risk and performance metrics. Used by zipline and pyfolio.
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
- natural-language-generation
- natural-language-processing
- nlg
- nlp
Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs that regress. Self-hostable.
Your single pane of glass for real-time analytics into MySQL/MariaDB & ProxySQL
- monitoring
- mysql
- python
A ChatGPT bot for Kubernetes issues.
Hunter is a flexible code tracing toolkit.
A standalone SIGMA-based detection tool for EVTX, Auditd and Sysmon for Linux logs
- sigma
- python3
- evtx
- sigma-rules