Repository Index

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

• llmops
• observability
• open-telemetry
• metrics

Real-time metrics for nginx server

• nginx
• monitoring
• cli

Most popular metrics used to evaluate object detection algorithms.

• metrics
• object-detection
• average-precision
• mean-average-precision

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

• pytorch
• neural-network
• python
• machine-learning

AI observability platform for production LLM and agent systems.

• fastapi
• logging
• observability
• openai

Prometheus instrumentation library for Python applications

• instrumentation
• python
• prometheus
• metrics

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

• computer-science
• ranking
• computer-science-rankings
• faculty

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

OpenTelemetry Python API and SDK

• python
• opentelemetry
• tracecontext
• correlationcontext

Parse log files, generate metrics for Graphite and Ganglia

• non-sox

Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of collecting cpu, memory, network, i/o, load and disk metrics. Additionally, it features an API for implementing custom collectors for gathering metrics from almost any source.

Export Django monitoring metrics for Prometheus.io

• prometheus
• django
• django-prometheus
• python

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

Tool that extracts and provides metrics on your PostgreSQL database

Get a detailed, real-time view of your PostgreSQL database and system metrics

• monitoring

OpenType vertical metrics reporting and font line spacing adjustment tool

• font
• metrics-reported
• vertical-metrics
• upm

Graphite InfluxDB backend. InfluxDB storage finder / plugin for Graphite API.

• influxdb
• monitoring
• metrics
• grafana

A reusable Django app that sends metrics about your project to InfluxDB

Code evolution analysis for Git repositories

• git
• python
• tree-sitter
• software-evolution

Observability stack for Stacks blockchain nodes and signers - dashboards, alerts, and log processing

• alloy
• blockchain
• grafana
• monitoring