Flower Python Packages

flwr

Flower: A Friendly Federated AI Framework

flwr-nightly

Flower: A Friendly Federated AI Framework

flwr-datasets

Flower: A Friendly Federated AI Framework

clearly

Clearly see and debug your celery cluster in real time!

celery-root

Celery Root is a multi-worker monitoring, management, and visualization tool for Celery. It ships with a Django-based UI, a lightweight event listener/collector, and helper utilities for inspecting queues, tasks, workers, and beat schedules. Celery Root logo

secureml

A Python library for privacy-preserving machine learning

celery-flower-mcp

MCP server for Celery Flower — monitor workers, manage tasks and queues from any AI assistant

heflwr

「HeFlwr」is a federated learning package for heterogeneous devices.

psfed

partial-sharing federated learning

anf

Layout tasks with async and flower

flwr-tune

Flower Tune