@@ -70,12 +70,18 @@ You can also refer [K8S cluster application and kubectl installation](./paddle_f
## Benchmark task
Gru4Rec [9] introduces recurrent neural network model in session-based recommendation. PaddlePaddle's Gru4Rec implementation is in https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/gru4rec. An example is given in [Gru4Rec in Federated Learning](https://paddlefl.readthedocs.io/en/latest/examples/gru4rec_examples.html)
## Release note
## On Going and Future Work
- Experimental benchmark with public datasets in federated learning settings.
- v0.2.0 released
- Support Kubernetes easy deployment
- Add api for [LEAF](https://arxiv.org/abs/1812.01097) dataset which is in federated settings, supporting benchmark experiments.
- Add FL-scheduler, acting as a central controller during the training phase.
- Add FL-Submitter to support cluster task submission
- Add secure aggregation algorithm
- Support more optimizers in PaddleFL such as Adam
- More examples available
- Federated Learning Systems deployment methods in Kubernetes.
## On Going and Future Work
- Vertical Federated Learning Strategies and more horizontal federated learning strategies will be open sourced.
