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Merge branch 'master' of github.com:tristantreb/pdm
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tristantreb committed Sep 29, 2021
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Expand Up @@ -4,7 +4,7 @@ Thesis title: Bayesian inference with Expectation Maximisation for the character

Side project title: Estimation of the variability in Cystic Fibrosis patient’s FEV1 lung function measurements

Hosted at the University of Cambridge, supervised at EPFL
Hosted at the University of Cambridge

## Documentation
The code documentation is available [here](https://tristantreb.github.io/master_thesis_CF_ML/).
Expand All @@ -22,12 +22,19 @@ The code documentation is available [here](https://tristantreb.github.io/master_
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## Code base usage
1. Clone this repo in a folder called `Code/`
2. In that same folder, clone [this](https://github.com/damiansphd/smartcare/tree/9179127f15e96085db14e362f9d43b36f488472e) version of the repo - it shows the project version at commit 9179127f15e96085db14e362f9d43b36f488472e (26.07.2021)
3. You should obtain the following folder structure `Code/master_thesis_CF_ML` and `Code/smartcare`
4. Change the absolute pathes in the init.m files - see `FEV1variability`, `exploration`, `recovery`
5. You are ready!

### Main project
1. Run `masterscriptRecovery` to load the data
2. Explore data with functions in `exploration`
3. For the main project: run an alignment model with `runAlignmentModelEMMCRecoveryFcn`
For the side project: run `analyseFEV1Variability`

more details in the documentation
### Side project
1. Run `analyseFEV1Variability`

## Data
The data is not available as it is stored in a secured server due to privacy reasons.
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