Release 1.4

With our newest release MAGE 1.4, we bring to you more graph neural network power with two dedicated modules for node classification and link prediction. Furthermore, we made the development of algorithms or custom analytics on top of Memgraph in C++ a lot easier. From now on you don't need to care about a lot of stuff under the hood, i.e. memory allocation.

Here is a list of new features compared to the previous release 1.3.2.

• Link prediction
• Node classification
• New C++ API
• Integration with igraph
• Utility module of k-means clustering

You can check the complete changelog below.

What's Changed

• Update UUID with stduuid - cross platform solution by @jmatak in #112
• Embeddings clustering algorithm by @antoniofilipovic in #105
• Igraph support by @niko4299 in #150
• Link prediction with DGL by @as51340 in #160
• Node Classification with PyG by @mdujic in #161
• Add Memgraph C-API dependency as submodule by @niko4299 in #174
• [main < T469-FL] Fix reset, class label and early stopping bugs on node classification module by @antoniofilipovic in #173
• Update README for release 1.4 by @antoniofilipovic in #175

New Contributors

• @niko4299 made their first contribution in #150
• @mdujic made their first contribution in #161

Full Changelog: v1.3.2...v1.4