#计算机科学#Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.
Scalable solution for ML Observability
A python library to send data to Arize AI!
Creating an end-to-end observability platform
A report generator library for the ML models deployed on the Fiddler AI Observability platform
A comprehensive solution for monitoring your AI models in production
Overview ML Observability
Micrometer 为Java 平台上的性能数据收集提供了一个通用的API，它的作用和SLF4J类似，只不过它关注的不是Logging（日志），而是application metrics（应用指标）
Cilium 为基于Kubernetes 的Linux 容器管理平台上部署的服务，透明地提供服务间的网络和API 连接及安全。 Cilium 底层是基于Linux 内核的新技术eBPF，可以在Linux 系统中动态注入强大的安全性、可见性和网络控制逻辑
#大语言模型#eBPF Observability - Distributed Tracing and Profiling
A high-performance observability data pipeline.
翻译 - 用于构建可观察性管道的轻量级和超快速工具
Metrics Observability & Troubleshooting
Observability Demo App
Vendor-neutral programmable observability pipelines.
eBPF based TCP observability.
MindSpore Observability
Fast and Lightweight Observability Data Collector
翻译 - 阿里云SLS轻量级数据采集器
eBPF-based Security Observability and Runtime Enforcement
Observability & Troubleshooting for Kubernetes Services
Multi Cluster Observability with AIOps
The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.
Kiali project, observability for the Istio service mesh
翻译 - Kiali项目，Istio服务网格的可观察性
A distributed, fault-tolerant pipeline for observability data
Hubble - Network, Service & Security Observability for Kubernetes using eBPF
翻译 - 哈勃-Kubernetes的网络，服务和安全性可观察性
📙 Awesome Data Catalogs and Observability Platforms.