Flower Examples Documentation#
- 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 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
- 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)