Please download the cleaned dataset using this link and put it in the root directory. See below:
one_module_demo.ipynb: an example of using KNN regression to predict the 10-week glucose level of mice, for a specific module in a particular tissue
demo.py: an example of using KNN regression to predict the 10-week glucose level of mice, FOR ALL MODULES in ALL TISSUES. A sample output file is presented in result/knn.csv
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The number of mice across different tissues are not consistent
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We use 50 mice for testing, these 50 mice are the same across different tissues
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All the methods and notebooks about data cleaning are under notebooks/ or in utils.py.