https://github.com/erksch/federated-ner

https://github.com/erksch/federated-ner

Last synced: 27 days ago
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• Host: GitHub
• URL: https://github.com/erksch/federated-ner
• Owner: erksch
• Created: 2020-09-10T20:46:01.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-09-12T00:14:25.000Z (over 4 years ago)
• Last Synced: 2024-11-06T00:12:37.514Z (3 months ago)
• Language: Python
• Size: 10.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Federated Named Entity Recognition

## Setup 

Create a python virtualenv and activate it

```

python3 -m venv venv

source venv/bin/active

```

Install dependencies

```

pip install -r requirements.txt

```

:warning: PySyft 0.2.8 has a bug in the `model_centric_fl_client.py` file that breaks the communication with the Grid. Be sure to update the file in your environment site packages to the [current master version of the file](https://github.com/OpenMined/PySyft/blob/master/syft/grid/clients/model_centric_fl_client.py).

## Hosting the training plan

Launch PyGrid via docker-compose

```

docker-compose up -d

```

Create the training plan and host it on PyGrid

```

python host_plan.py

```

Test if plan is hosted properly

```

python test_plan.py

```

## Training

Use the a worker to execute the plan and run a training procedure.