پروژه پایتون(35539)*
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تعداد بازدید: 468
کد پروژه: 315429
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2) Repeat some of the analysis in the paper: for a simplified task, just use one or two features such as RPPA to predict the gene dependency score (cancer dependency data from CRISPR/Cas9, DepMap19Q1) for several genes using the machine learning schema in Figure 2. Once you are done, you can send me the code and your analysis result.
One challenging part of this task is to find all the datasets you need and understand what are the features/prediction by following the paper since you may not be familiar with biomedical datasets. But you don't really need much biology background, and you just need to understand some basic terms (via wiki or google) to understand the variables (features or prediction) in the datasets. Once you understand that, it becomes a typical task of data analysis and machine learning. To save you a lot of time, I have attached the other datasets you would need in addition to the dependency data (gene_dependency_corrected.csv).
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