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
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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.
An extensible Java library for HTTP request and response logging
log4cplus is a simple to use C++ logging API providing thread-safe, flexible, and arbitrarily granular control over log management and configuration. It is modelled after the Java log4j API.
Open source security data lake for threat hunting, detection & response, and cybersecurity analytics at petabyte scale on AWS
Percona Monitoring and Management: an open source database monitoring, observability and management tool
kwatch runs inside your Kubernetes cluster, traces every failure to its root cause, and sends one message: what broke, why, who changed it and what to do next.
API Observability. Trace API calls and Monitor API performance, health and usage statistics in Node.js Microservices.
OpenTelemetry Compile-Time Instrumentation for Golang
Sentry SDK for Dart and Flutter
Read-only Windows diagnostics: the Event Log in plain language, blue screens explained. Offline and open source.
Alaz: Advanced eBPF Agent for Kubernetes Observability – Effortlessly monitor K8s service interactions and performance metrics in your K8s environment. Gain in-depth insights with service maps, metrics, and more, while staying alert to crucial system anomalies 🐝
Log and Analyze Outgoing HTTP Requests
🔐 An SSL library for configuring http client or server. Rich with features such as hot reloading ssl and trusting additional certificates during runtime, combining multiple keystores, loading pem files and os/jdk certificates, logging certificate information during ssl handshake, bypassing ssl configuration from other libraries and more
Automon combines the power of AOP (AspectJ) with monitoring or logging tools you already use to declaratively trace and monitor your Java code, the JDK, and 3rd party libraries.
Self-hosted monitoring for Docker, Kubernetes and uptime. Single Go binary, no agent config, live alerts. Drop a container, your stack is monitored.
Exception tracking and logging from Ruby to Rollbar
A high-performance, zero-allocation .NET logging library.
Automate box any value! Print log without any format control symbol! Change debug habit thoroughly!
Substation is a toolkit for routing, normalizing, and enriching security event and audit logs.
Server that accepts metrics via the Graphite protocol and exports them as Prometheus metrics
An modern and pluggable logging framework for Delphi
⚡️ Automatically add Trace Spans to Go functions
Provides tracing abstractions over tracers and tracing system reporters.
A server that accepts InfluxDB metrics via the HTTP API and exports them via HTTP for Prometheus consumption