Spaces:
Running
on
CPU Upgrade
Running
on
CPU Upgrade
File size: 1,196 Bytes
4b6bfbb 90560fa 8cc136e 4b6bfbb 7681953 8cc136e af0f87c 4b6bfbb 8cc136e 7681953 8cc136e 7115b42 8cc136e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 |
---
title: Health Prediction On Encrypted Data Using Fully Homomorphic Encryption
emoji: 🩺😷
colorFrom: gray
colorTo: blue
sdk: gradio
sdk_version: 3.33.1
app_file: app.py
pinned: true
tags:
- FHE
- PPML
- privacy
- privacy preserving machine learning
- image processing
- homomorphic encryption
- security
python_version: 3.10.6
---
# Healthcare prediction using FHE
## Running the application on your machine
From this directory, i.e., `health_prediction`, you can proceed with the following steps.
### Do once
First, create a virtual env and activate it:
<!--pytest-codeblocks:skip-->
```bash
python3 -m venv .venv
source .venv/bin/activate
```
Then, install required packages:
<!--pytest-codeblocks:skip-->
```bash
pip3 install pip --upgrade
pip3 install -U pip wheel setuptools --ignore-installed
pip3 install -r requirements.txt --ignore-installed
```
## Run the following steps each time you relaunch the application
In a terminal, run:
<!--pytest-codeblocks:skip-->
```bash
source .venv/bin/activate
python3 app.py
```
## Interacting with the application
Open the given URL link (search for a line like `Running on local URL: http://127.0.0.1:8888/`).
|