STL Decomposer

[chukarsten]

Decompose things...STL'ly!

[codecov[bot]]

Codecov Report

Merging #3741 (061f02e) into main (e7c35a5) will decrease coverage by 0.1%. The diff coverage is 99.9%.

@@           Coverage Diff           @@
##            main   #3741     +/-   ##
=======================================
- Coverage   99.7%   99.7%   -0.0%     
=======================================
  Files        341     343      +2     
  Lines      35287   35681    +394     
=======================================
+ Hits       35155   35545    +390     
- Misses       132     136      +4     

Impacted Files	Coverage Δ
evalml/pipelines/components/__init__.py	100.0% <ø> (ø)
...alml/pipelines/components/transformers/__init__.py	100.0% <ø> (ø)
...sts/decomposer_tests/test_polynomial_decomposer.py	100.0% <ø> (ø)
evalml/tests/component_tests/test_utils.py	99.1% <ø> (ø)
...omponent_tests/decomposer_tests/test_decomposer.py	99.5% <99.5%> (-0.5%)	:arrow_down:
.../components/transformers/preprocessing/__init__.py	100.0% <100.0%> (ø)
...omponents/transformers/preprocessing/decomposer.py	99.3% <100.0%> (-0.7%)	:arrow_down:
...ransformers/preprocessing/polynomial_decomposer.py	100.0% <100.0%> (ø)
...nents/transformers/preprocessing/stl_decomposer.py	100.0% <100.0%> (ø)
...nent_tests/decomposer_tests/test_stl_decomposer.py	100.0% <100.0%> (ø)
... and 5 more

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[ParthivNaresh]

I got the chance to play around with it and I think it looks and works great, fantastic job!

[chukarsten]

praise god