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zifn / CS289_Coltrims_ML

repo for the final project of berkeley CS289
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K means #14

Closed sajantanand closed 3 years ago

sajantanand commented 3 years ago

This PR will address several open issues: #6, #7, #10, #11.

For #6, we have renamed the relevant files to 'preprocess.py' and 'test_preprocess.py'. We do this because in addition to featurization of data, we also intend to transform the data so that it has uniform variance. This will most likely be done by PCA.

For #7, #10, #11, we will implement clustering methods using the 'sklearn' library.

codecov[bot] commented 3 years ago

Codecov Report

Merging #14 (02309ec) into main (71873f2) will not change coverage. The diff coverage is 100.00%.

Impacted file tree graph

@@            Coverage Diff             @@
##              main       #14    +/-   ##
==========================================
  Coverage   100.00%   100.00%            
==========================================
  Files            7         9     +2     
  Lines          199       434   +235     
==========================================
+ Hits           199       434   +235
Impacted Files Coverage Δ
src/fitting.py 100.00% <ø> (ø)
src/cluster.py 100.00% <100.00%> (ø)
src/preprocess.py 100.00% <100.00%> (ø)
src/tests/test_cluster.py 100.00% <100.00%> (ø)
src/tests/test_preprocess.py 100.00% <100.00%> (ø)

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