From 1400d12aa7591feb546713896ee09ba9598aed07 Mon Sep 17 00:00:00 2001 From: Javier Date: Fri, 17 Nov 2023 09:40:24 +0000 Subject: [PATCH] Add baselines to README (#2613) --- README.md | 32 ++++++++++++++++++++------------ 1 file changed, 20 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index 4f148d2445d9..b8b62e8c0c43 100644 --- a/README.md +++ b/README.md @@ -91,18 +91,26 @@ Stay tuned, more tutorials are coming soon. Topics include **Privacy and Securit ## Flower Baselines -Flower Baselines is a collection of community-contributed experiments that reproduce the experiments performed in popular federated learning publications. Researchers can build on Flower Baselines to quickly evaluate new ideas: - -- [FedAvg](https://arxiv.org/abs/1602.05629): - - [MNIST](https://github.com/adap/flower/tree/main/baselines/flwr_baselines/flwr_baselines/publications/fedavg_mnist) -- [FedProx](https://arxiv.org/abs/1812.06127): - - [MNIST](https://github.com/adap/flower/tree/main/baselines/fedprox/) -- [Adaptive Federated Optimization](https://arxiv.org/abs/2003.00295): - - [CIFAR-10/100](https://github.com/adap/flower/tree/main/baselines/flwr_baselines/flwr_baselines/publications/adaptive_federated_optimization) - -Check the Flower documentation to learn more: [Using Baselines](https://flower.dev/docs/baselines/how-to-use-baselines.html) - -The Flower community loves contributions! Make your work more visible and enable others to build on it by contributing it as a baseline: [Contributing Baselines](https://flower.dev/docs/baselines/how-to-contribute-baselines.html) +Flower Baselines is a collection of community-contributed projects that reproduce the experiments performed in popular federated learning publications. Researchers can build on Flower Baselines to quickly evaluate new ideas. The Flower community loves contributions! Make your work more visible and enable others to build on it by contributing it as a baseline! + +- [DASHA](https://github.com/adap/flower/tree/main/baselines/dasha) +- [DepthFL](https://github.com/adap/flower/tree/main/baselines/depthfl) +- [FedBN](https://github.com/adap/flower/tree/main/baselines/fedbn) +- [FedMeta](https://github.com/adap/flower/tree/main/baselines/fedmeta) +- [FedMLB](https://github.com/adap/flower/tree/main/baselines/fedmlb) +- [FedPer](https://github.com/adap/flower/tree/main/baselines/fedper) +- [FedProx](https://github.com/adap/flower/tree/main/baselines/fedprox) +- [FedWav2vec2](https://github.com/adap/flower/tree/main/baselines/fedwav2vec2) +- [FjORD](https://github.com/adap/flower/tree/main/baselines/fjord) +- [MOON](https://github.com/adap/flower/tree/main/baselines/moon) +- [niid-Bench](https://github.com/adap/flower/tree/main/baselines/niid_bench) +- [TAMUNA](https://github.com/adap/flower/tree/main/baselines/tamuna) +- [FedAvg](https://github.com/adap/flower/tree/main/baselines/flwr_baselines/flwr_baselines/publications/fedavg_mnist) +- [FedOpt](https://github.com/adap/flower/tree/main/baselines/flwr_baselines/flwr_baselines/publications/adaptive_federated_optimization) + +Please refer to the [Flower Baselines Documentation](https://flower.dev/docs/baselines/) for a detailed categorization of baselines and for additional info including: +* [How to use Flower Baselines](https://flower.dev/docs/baselines/how-to-use-baselines.html) +* [How to contribute a new Flower Baseline](https://flower.dev/docs/baselines/how-to-contribute-baselines.html) ## Flower Usage Examples