Cherry; a moonshot program to monitor, read, and predict blood glucose or interstitial fluids from the eyes
Download vscode https://code.visualstudio.com/ or python https://www.python.org/ to run
Below are the metrics for the best model compared to CGM benchmarks:
| Metric | Best Model Value | CGM Benchmark |
|---|---|---|
| R² | 0.49 | 0.94 |
| MSE | 1038 | 6.2 |
| MAE | 25 | 2.1 |
| MARD | 21% | 10.5% |
| Sigma Level | 0.40 | 3.0 |
As you can see, in current state, it is not very accurate or precise
Keep checking releases as I add more data
Be sure to update the release # in the .py code to current release #
Created by Joshua Thomas Brooks jtbrooks210@gmail.com
Any use or modification of this software must list this LICENSE file
Any commercialization of this software is subject to 51% of revenue going to the creator; Joshua Thomas Brooks jtbrooks210@gmail.com
Any patent of this software or earily similar software is subject to 51% of patent rights going to the creator; Joshua Thomas Brooks jtbrooks210@gmail.com
Feel free to modify, but any commercialization or patent of this software is subject to 51% of revenue going to the creator; Joshua Thomas Brooks jtbrooks210@gmail.com
If you want to make a donation feel free to on this site
If you want to contribute somehow; please send an email to me at jtbrooks210@gmail.com
Feel free to use at your leisure
I do not hold any liability for utilizing this software or any modifications of this software
This, as written, does not collect data, unless explicitly stated
This is a moonshot program