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TFG_AdrianAyusoMuñoz
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TFG_AdrianAyusoMuñoz
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224875dd
Commit
224875dd
authored
Jun 21, 2022
by
ADRIAN AYUSO MUNOZ
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Fix README.md
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3de5f8ba
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224875dd
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@@ -29,9 +29,9 @@ drugs and diseases (edge inference) or predict the type of edge (drug) between t
Four models will be generated using different libraries to compare them and use the one, or a combination of models,
that fits the project's necessities the most. All the models have encoder-decoder (GraphSAGE-Dot product) architectures,
the use of different architectures will be studied in the future. These are the generated models and their status:
-
🟢
**DeepSnap:**
Passed v
alid
ation tests, proved to be functional and works well.
-
🟡
**DGL:**
Halted before v
alid
ation tests, it seems that there is data leakage between the train and the validation set.
-
🟡
**DGL Classification:**
Halted before v
alid
ation tests, need to work on memory management.
-
🟢
**DeepSnap:**
Passed v
erific
ation tests, proved to be functional and works well.
-
🟡
**DGL:**
Halted before v
erific
ation tests, it seems that there is data leakage between the train and the validation set.
-
🟡
**DGL Classification:**
Halted before v
erific
ation tests, need to work on memory management.
-
🟠
**Pytorch Geometric:**
Could not develop a functional GNN model.
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