Metric Open Source Projects

Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.

Resilience4j is a fault tolerance library designed for Java8 and functional programming

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

Essential metrics for a healthy site.

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Simple Online Realtime Tracking with a Deep Association Metric

Progressive delivery Kubernetes operator (Canary, A/B Testing and Blue/Green deployments)

Prometheus instrumentation library for Python applications

LPIPS metric. pip install lpips

Prometheus client for node.js

A process for collecting metrics using JMX MBeans for Prometheus consumption

☔️ A complete Go cache library that brings you multiple ways of managing your caches

Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...

Create Fermi Estimates and Perform Monte Carlo Estimates

Prometheus instrumentation library for JVM applications

It'll detect your anomalies! Part of the Kale stack.

Code Repository for Liquid Time-Constant Networks (LTCs)

A distributed, fault-tolerant pipeline for observability data

The .NET/.NET Core instrument agent for Apache SkyWalking

Prometheus-Basics is part of Prometheus Docs now, checkout 👇

Prometheus metric library for Nginx written in Lua

Live dashboard for Graphite

Instrument your FastAPI with Prometheus metrics.

Embeddable script for displaying web page performance metrics.

A small (< 1kb) library for measuring things in your web app and reporting the results to Google Analytics.

A global, black box optimization engine for real world metric optimization.

A Python application for tracking, reporting on timing and complexity in Python code

Prometheus instrumentation library for Rust applications

A Statsd-compatible metrics aggregator

In defence of metric learning for speaker recognition

Emerge is a browser-based interactive codebase and dependency visualization tool for many different programming languages. It supports some basic code quality and graph metrics and provides a simple and intuitive way to explore and analyze a codebase by using graph structures.

A library implementing different string similarity and distance measures using Python.

StatsD to Prometheus metrics exporter

Metrics exporter for Amazon AWS CloudWatch

Extendable framework for collecting and exporting metrics from your Ruby application

Experiments for understanding disentanglement in VAE latent representations

A light Elixir wrapper around exometer.

BLEURT is a metric for Natural Language Generation based on transfer learning.

Metrics API for Swift

Deep Metric Learning

A Neural Framework for MT Evaluation

Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...

A full Python Implementation of the ROUGE Metric (not a wrapper)

Lightweight alternative to github.com/prometheus/client_golang

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

See gitlab: https://gitlab.com/Project-FiFo/DalmatinerDB/dalmatinerdb

Prometheus exporter for Flask applications

挖坑与填坑

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

The Datadog Python library

Simple place for people to provide examples of queries they've found useful.

A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.

📘 The experiment tracker for foundation model training

A dashboard for monitoring code debt in a git repository.

A newer more updated version of the prometheus anomaly detector (https://github.com/AICoE/prometheus-anomaly-detector-legacy)

Deep Cosine Metric Learning for Person Re-identification

用于监控系统的日志采集agent，可无缝对接open-falcon

A simplified, lightweight ETL Framework based on Apache Spark