Flower Examples Documentation

• Flower Example using XGBoost
• Flower Example using XGBoost (Comprehensive)
• On-device Federated Finetuning for Speech Classification
• Vertical Federated Learning example
• Flower Example using scikit-learn
• Flower Simulation example using TensorFlow/Keras
• Flower Simulation example using PyTorch
• Secure Aggregation with Driver API
• Federated XGBoost in Horizontal Setting (PyTorch)
• Flower Example using TensorFlow/Keras
• Flower TabNet Example using TensorFlow
• Flower Example using PyTorch
• Flower Examples using PyTorch Lightning
• Flower Example using Pandas
• Flower Example using MXNet
• Flower Example using MLX
• Flower Example using TensorFlow/Keras + MLCube
• JAX: From Centralized To Federated
• Federated HuggingFace Transformers using Flower and PyTorch
• Flower Example using fastai
• Flower Clients in C++
• PyTorch: From Centralized To Federated
• Flower Example for Federated Variational Autoencoder using Pytorch
• Differentially Private Federated Learning using Opacus, PyTorch and Flower
• MXNet: From Centralized To Federated
• Multi-Tenant Federated Learning with Flower and PyTorch
• Deploy 🧪
• FLiOS - A Flower SDK for iOS Devices with Example
• Flower Simulation Step-by-Step
• 30-minute tutorial running Flower simulation with PyTorch
• Federated Learning on Embedded Devices with Flower
• Flower Example Using Tensorflow/Keras and Tensorflow Privacy
• Flower Android Example (TensorFlowLite)
• Flower Android Client Example with Kotlin and TensorFlow Lite 2022
• Advanced Flower Example (TensorFlow/Keras)
• Advanced Flower Example (PyTorch)