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MAGE - Memgraph Advanced Graph Extensions :crystal_ball:
### Description Please briefly explain the changes you made here. ### Pull request type - [ ] Bugfix - [ ] Algorithm/Module - [ ] Feature - [ ] Code...
### Description Implementing link prediction module with DGL. Work includes train, predict, set_model_parameters and test method. The goal is to implement a robust system that can work with a wide...
### Description Changed default uuid implementation with https://github.com/mariusbancila/stduuid. ### Pull request type - [x] Build related changes
### ENHANCEMENT Is it possible to add the functionality of calculating embeddings for new nodes (which do not have any connections), so that later they can be used to predict...
### Description Extend the `community_detection` module to allow restricting community detection to subgraphs. ### Pull request type - [x] Feature ### Related issues #149 ###################################### ### Reviewer checklist (the reviewer...
### Description Added python and cpp random walk modul. DGL link prediction example. ### Pull request type
### Description Igraph algorithms (link to their github https://github.com/igraph/python-igraph) ### Pull request type - [X] Algorithm/Module ###################################### ### Reviewer checklist (the reviewer checks this part) #### Module/Algorithm - [ ]...
### Description Add and extend C++ API from #68, and update query modules to use it. ### Pull request type - [ ] Bugfix - [ ] Algorithm/Module - [x]...
### Description Align nxalg procedures with NetworkX 2.8.4 and add Louvain community detection. ### Pull request type - [ ] Bugfix - [x] Algorithm/Module - [ ] Feature - [...
### Description Integration of `torch`-based drug interaction prediction framework called `ChemicalX`. ### Pull request type - [x] Algorithm/Module ###################################### ### Reviewer checklist (the reviewer checks this part) #### Module/Algorithm -...