flower

Flower: A Friendly Federated AI Framework

Provide JSON file template that demonstrate how to create customize Well-Architected reviews using Custom lenses.

Full stack, modern web application generator. Using FastAPI, MongoDB as database, Docker, automatic HTTPS and more.

Minimal example utilizing fastapi and celery with RabbitMQ for task queue, Redis for celery backend and flower for monitoring the celery tasks.

反应式微服务框架Flower

Clearly see and debug your celery cluster in real time!

FastAPI - Tortoise ORM - Celery - Docker template

Celery Tasks Monitoring Tool

Develop Beautiful Flowers Using only HTML, CSS and JS

🌳 Explore Trees in Singapore 🇸🇬

HeFlwr: Federated Learning for Heterogeneous Devices

Repository for Docker Image of Apache-Superset. [Docker Image: https://hub.docker.com/r/abhioncbr/docker-superset]

JavaScript Framework for Flower Shapes and Animation extended CreateJS on HTML5 Canvas.

Django Celery Tutorial

Research testbed for federated learning with hybrid quantum-classical models and post-quantum protection (ML-KEM, ML-DSA, secure aggregation). Reproducible results: a 4-qubit VQC head vs a matched classical head, robust aggregation vs poisoning, PQC cost per round. PennyLane, PyTorch, Flower, FastAPI.

🏠 A web application written in FastAPI and a console application for scraping and parsing data enabling the collection of offers for apartments, houses and other premises for both rent and purchase

Federated Learning Interoperability Platform

Full stack, modern web application generator. Using FastAPI, MySQL as database, Docker, automatic HTTPS and more.

FastAPI clean architecture example

Experiments on MNIST dataset and federated training using Flower framework