[SYSTEMDS-3179] Add Co-occurrence matrix for GloVe word embedding #2200
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I suggest editing the PR's title to indicate that it is related to the issue [SYSTEMDS-3179], for example, #2206. Moreover, I suggest giving more details regarding the code in this PR the proposed |
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Clean cooc matrix code and add more accurate descriptions in comments.
rename cooccur.dml to cooccurrenceMatrix.dml for more clear naming in tests
add cooccurrenceMatrix dml script in Builtins.java
Add a small test data containing diffrent charactors to check proper text preprocessing in cooccurrenceMatrix.dml.
The test checks the result of the cooccurrenceMatrix.dml for a small dataset.
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #2200 +/- ##
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+ Coverage 72.27% 72.37% +0.10%
- Complexity 44978 45307 +329
============================================
Files 1452 1467 +15
Lines 169309 170607 +1298
Branches 33037 33257 +220
============================================
+ Hits 122364 123477 +1113
- Misses 37630 37736 +106
- Partials 9315 9394 +79 ☔ View full report in Codecov by Sentry. |
add licenses to BuiltinCooccurrenceMatrixTest.java
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This PR adds the implementation for the co-occurrence matrix in DML.
The co-occurrence matrix can be used in word embedding like GloVe and word2vec.
The implementation is based on this repository:
GloVe: Global Vectors for Word Representation