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TutteInstitute / vectorizers

Vectorizers for a range of different data types
BSD 3-Clause "New" or "Revised" License
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SequentialDifferenceTransformer, function kernels #85

Closed lmcinnes closed 2 years ago

lmcinnes commented 2 years ago

Add in a SequentialDifferenceTransformer as a simple to use approach to generating inter-arrival times or similar.

Allow the SlidingWindowTransformer to take function kernels (numba jitted obviously) for much greater flexibility in how kernels perform.

codecov-commenter commented 2 years ago

Codecov Report

Merging #85 (9955433) into master (bcbe791) will increase coverage by 0.07%. The diff coverage is 96.42%.

Impacted file tree graph

@@            Coverage Diff             @@
##           master      #85      +/-   ##
==========================================
+ Coverage   91.29%   91.37%   +0.07%     
==========================================
  Files          24       24              
  Lines        3861     3907      +46     
==========================================
+ Hits         3525     3570      +45     
- Misses        336      337       +1
Impacted Files Coverage Δ
vectorizers/transformers/sliding_windows.py 96.61% <94.73%> (+0.01%) :arrow_up:
vectorizers/_window_kernels.py 89.10% <100.00%> (+0.56%) :arrow_up:
vectorizers/tests/test_transformers.py 100.00% <100.00%> (ø)
vectorizers/transformers/__init__.py 100.00% <100.00%> (ø)

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