https://github.com/philips-software/fresco-logistic-regression
Logistic Regression prototype using FRESCO
https://github.com/philips-software/fresco-logistic-regression
Last synced: over 1 year ago
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Logistic Regression prototype using FRESCO
- Host: GitHub
- URL: https://github.com/philips-software/fresco-logistic-regression
- Owner: philips-software
- License: mit
- Created: 2017-07-24T11:55:10.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2019-08-29T13:11:34.000Z (almost 7 years ago)
- Last Synced: 2025-01-18T12:34:32.216Z (over 1 year ago)
- Language: Kotlin
- Size: 8.65 MB
- Stars: 0
- Watchers: 6
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
Awesome Lists containing this project
README
Logistic Regression prototype using FRESCO
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An early prototype for implementing [Logistic Regression][1] in the [FRESCO][2] framework. This uses [Secure Multi-Party Computation][3] to calculate a logistic regression on a combination of datasets from multiple parties, without disclosing the datasets between parties.
### Development setup:
1. Checkout this repository in a directory called `fresco-logistic-regression`.
2. Checkout out [our fork of FRESCO][4]. It has some small changes to FRESCO that haven’t landed in the main repo yet. Make sure that you check it out in a directory called `fresco` that is right next to `fresco-logistic-regression`.
3. Start [Intellij][5] and open the directory `fresco-logistic-regression`
4. When prompted, update Kotlin plugins. You need at least version 1.1 of Kotlin.
5. Check that Kotlin compiler is set to version 1.1. Go to `Preferences > Build, Execution, Deployment > Compiler > Kotlin Compiler` and make sure that both ‘Language version’ and ‘API version’ are set to 1.1.
6. When prompted, enable auto-update of the `fresco` maven projects.
7. when prompted, select a project SDK. You might need to tell Intellij where to find the Java SDK.
You should now be able to run the unit tests by right-clicking on `Fresco-Logistic-Regression > src > fresco` and select ‘Run Tests in fresco’
[1]: https://en.wikipedia.org/wiki/Logistic_regression
[2]: https://github.com/aicis/fresco
[3]: https://en.wikipedia.org/wiki/Secure_multi-party_computation
[4]: https://github.com/Charterhouse/fresco
[5]: https://www.jetbrains.com/idea/