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Lifecycle Python Packages

Python packages with the GitHub topic lifecycle. Sorted by monthly downloads, with stars and forks.
IBM
elmclient

NOTE this is NOT an IBM offering! Python client for IBM Enterprise Lifecycle Management applications with example commandline applications for OSLC Query export to CSV from DOORS Next (DN/DNG), Enterprise Workflow Management (EWM/RTC) and Enterprise Test Management (ETM/RQM), ReqIF import/export, and DOORS Next Reportable REST export to CSV/XML

4K 52 32
polca
premise

Coupling Integrated Assessment Models output with Life Cycle Assessment.

3K 188 66
HotcocoaCanary
canary-framework

Python 普通类的依赖注入与生命周期 —— 类型完整、异步优先、零依赖

3K 2 0
bedrock-python
servicewright

Batteries-optional microservice runtime for async Python: one Host, many Entrypoints (FastAPI, gRPC, Litestar, scheduler, daemon, one-shot) under a single Kubernetes-correct lifecycle

3K 1 0
polca
unfold

Coupling Integrated Assessment Models output with Life Cycle Assessment.

1K 188 66
flechtenberg
pulpo-dev

Python package for life cycle optimization

1K 37 8
stefanfreitag
aws-fsx-lifecycle-status-monitor

AWS FSx Lifecycle Status Monitor

1K 0 0
arcships
rutis-host

A plugin runtime for software that iterates on itself — the substrate where agents write, swap and hot-reload their own plugins in Rust, TypeScript, Python and Go, across processes and machines.

882 144 10
arcships
rutis

A plugin runtime for software that iterates on itself — the substrate where agents write, swap and hot-reload their own plugins in Rust, TypeScript, Python and Go, across processes and machines.

782 144 10
TimoDiepers
optimex

Time-explicit Life Cycle Optimization for Transition Pathways

368 13 2
auraoneai
a2a-contract-test

Validate agent cards, capabilities, structured payloads, errors, cancellation, and task lifecycle behavior.

251 0 0
romainsacchi
rmnd-lca

Coupling Integrated Assessment Models output with Life Cycle Assessment.

242 188 66
schuderer
mllaunchpad

Deploy Machine Learning Solutions with Ease

235 12 5
Coregentis
mplp-sdk

The open, vendor-neutral protocol for governing the lifecycle of AI agent systems. Standardizes planning, coordination, execution, confirmation, and traceability across multi-agent runtimes and tools — enabling interoperable, observable, production-grade agent systems.

194 8 2
apajon
lifecore-ros2

lifecore_ros2 is a modular ROS 2 framework designed to structure robotic applications around lifecycle-aware components. It provides a clean separation between nodes and components, enforces strict lifecycle management, and enables scalable, maintainable architectures for complex robotic systems.

183 3 0
engineerinvestor
lifecycle-allocation

Python library for lifecycle portfolio allocation inspired by Choi et al. Combines human capital PV, risk aversion, and market assumptions to produce data-driven stock/bond recommendations. Includes glide paths, sensitivity analysis, strategy comparisons, and visual analytics. Educational/research use only.

147 3 0
pyrustic
viewable

Class to implement a GUI view with lifecycle

146 0 0
vltr
sanic-boom

Component injection and caching, faster routing system and non-global middlewares. Give your Sanic application a Boom!

137 8 1
coldbricks
aftercare

Teardown orchestration: reverse-order cleanup with success logging.

115 0 0
caioaao
compynent

A dependency Injection and context management microlibrary

114 3 0
krzysbaranski
kcache

Cache Library in Python

94 3 0
antchoi
memento-lifecycle

Hermes-native lifecycle and evidence ledger for AI-assisted software work.

90 2 0
ssbostan
maasta

MAAS Terraform Ansible

47 163 16
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology