Implement clustering

[greg-neustroev]

Pull request details

Describe the changes made in this pull request

Implemented k-means and k-medoids clustering of data.

List of related issues or pull requests

Closes #3

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (494ecf5) 100.00% compared to head (66a0b1f) 100.00%.

Additional details and impacted files

@@            Coverage Diff             @@
##              main        #9    +/-   ##
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  Coverage   100.00%   100.00%            
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  Files            3         4     +1     
  Lines           12       129   +117     
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+ Hits            12       129   +117     

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[datejada]

I see you have another issue with the output to CSV. We need to coordinate that part with the files we expect in TulipaEnergyModel.jl. It is to keep it in sight. So, I approve this PR. Thanks!

[greg-neustroev]

I see you have another issue with the output to CSV. We need to coordinate that part with the files we expect in TulipaEnergyModel.jl. It is to keep it in sight. So, I approve this PR. Thanks!

@datejada I will implement the output saving in the old format first, and then will make a separate issue for aligning the inputs and outputs with the current Tulipa formulation. I think this would be easier to follow.