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MAGE - Memgraph Advanced Graph Extensions :crystal_ball:

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### Description Please briefly explain the changes you made here. ### Pull request type - [ ] Bugfix - [ ] Algorithm/Module - [ ] Feature - [ ] Code...

lang: python
status: draft
type: module

### 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...

lang: python
status: draft
type: module

### Description Changed default uuid implementation with https://github.com/mariusbancila/stduuid. ### Pull request type - [x] Build related changes

type: enhancement
lang: cpp

### 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...

type: enhancement
lang: cpp
status: ready

### 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 - [ ]...

lang: python
status: change
type: module

### Description Add and extend C++ API from #68, and update query modules to use it. ### Pull request type - [ ] Bugfix - [ ] Algorithm/Module - [x]...

lang: cpp
type: utility
status: ready

### Description Align nxalg procedures with NetworkX 2.8.4 and add Louvain community detection. ### Pull request type - [ ] Bugfix - [x] Algorithm/Module - [ ] Feature - [...

lang: python
status: draft

### 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 -...

type: algorithm
lang: python