A Random Latent Clique Lifting from Graphs to Simplicial Complexes (icml24-63)

[luisfpereira]

This PR brings in pyt-team/challenge-icml-2024#63.

Points to consider:

• first use of ComposedLiftingMap -> code differs more from original than in other related PRs

• first use of a graph2graph lifting

• tests are not testing much

• original PR message added as modules docstring (it is somehow distributed between the two new lifting files; small inconsistencies are likely)

• tutorial disregarded

NB: need to merge #116 first

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Codecov Report

Attention: Patch coverage is 78.00000% with 154 lines in your changes missing coverage. Please review.

Project coverage is 88.36%. Comparing base (99de7cb) to head (a3be6a4).

Files with missing lines	Patch %	Lines
...k/transforms/liftings/graph2graph/latent_clique.py	57.14%	132 Missing ⚠️
topobenchmark/data/utils/adapters.py	89.58%	10 Missing ⚠️
topobenchmark/transforms/liftings/base.py	94.00%	3 Missing ⚠️
topobenchmark/data/utils/domain.py	94.73%	2 Missing ⚠️
topobenchmark/transforms/feature_liftings/set.py	90.00%	2 Missing ⚠️
topobenchmark/transforms/data_transform.py	96.66%	1 Missing ⚠️
...hmark/transforms/feature_liftings/concatenation.py	94.73%	1 Missing ⚠️
...obenchmark/transforms/feature_liftings/identity.py	75.00%	1 Missing ⚠️
...mark/transforms/feature_liftings/projection_sum.py	87.50%	1 Missing ⚠️
...hmark/transforms/liftings/graph2hypergraph/khop.py	88.88%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #139      +/-   ##
==========================================
- Coverage   91.00%   88.36%   -2.64%     
==========================================
  Files         129      132       +3     
  Lines        3670     3998     +328     
==========================================
+ Hits         3340     3533     +193     
- Misses        330      465     +135     

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