Reliability Engineering Python Packages

reliability

Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/

chaostoolkit-lib

The Chaos Toolkit core library

surpyval

A Python package for survival analysis. The most flexible survival analysis package available. SurPyval can work with arbitrary combinations of observed, censored, and truncated data. SurPyval can also fit distributions with 'offsets' with ease, for example the three parameter Weibull distribution.

chaostoolkit

Chaos Engineering Toolkit & Orchestration for Developers

agentic-reliability-framework

ARF is an agentic reliability intelligence platform that separates decision intelligence (OSS) from governed execution (Enterprise), enabling autonomous operations with deterministic safety guarantees.

tracecore

Deterministic runtime for agent evaluation

inverse-canopy

An inverse estimation technique for back-fitting conditional/functional event probability distributions in an event tree to match target end-state frequencies.

relistats

Computation of Reliability Statistics: Reliability, Confidence, Assurance