# Federated-NonIID-Setting

**Repository Path**: nexisato/Federated-Setting

## Basic Information

- **Project Name**: Federated-NonIID-Setting
- **Description**: Flower Federated Demo
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2025-03-04
- **Last Updated**: 2025-08-11

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Federate-NonIID-SEtting
> Repository for non-iid datasetting



## Flower Demo

### Install dependencies and project

```bash
pip install -e .
```

### Run with the Simulation Engine

In the `flwr-demo` directory, use `flwr run` to run a local simulation:

```bash
flwr run .
```

Refer to the [How to Run Simulations](https://flower.ai/docs/framework/how-to-run-simulations.html) guide in the documentation for advice on how to optimize your simulations.

### Run with the Deployment Engine

Follow this [how-to guide](https://flower.ai/docs/framework/how-to-run-flower-with-deployment-engine.html) to run the same app in this example but with Flower's Deployment Engine. After that, you might be interested in setting up [secure TLS-enabled communications](https://flower.ai/docs/framework/how-to-enable-tls-connections.html) and [SuperNode authentication](https://flower.ai/docs/framework/how-to-authenticate-supernodes.html) in your federation.

You can run Flower on Docker too! Check out the [Flower with Docker](https://flower.ai/docs/framework/docker/index.html) documentation.

## Resources

- Flower website: [flower.ai](https://flower.ai/)
- Check the documentation: [flower.ai/docs](https://flower.ai/docs/)
- Give Flower a ⭐️ on GitHub: [GitHub](https://github.com/adap/flower)
- Join the Flower community!
  - [Flower Slack](https://flower.ai/join-slack/)
  - [Flower Discuss](https://discuss.flower.ai/)


## References
- https://github.com/edvinli/federated-learning-mixture
- https://github.com/SMILELab-FL/FedLab