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Changelog

v1.4 - Nov 15, 2022​

Major Features and Improvements​

  • Implemented Link prediction with DGL. #160
  • Implemented Node classification with PyTorch. #161
  • Added igraph support. #150
  • Added k-means embedding clustering algorithm. #105
  • Added better support for C++ API. #174

Bug Fixes​

  • Enable module reset to be able to train and evaluate without shutting down database, enable working with class labels which don't start from 0, and fix potential early stopping due to low limit in the Node classification module. #173

v1.3.2 - Oct 10, 2022​

Major Features and Improvements​

  • Allowed restricting community detection to subgraphs. #152
  • Implemented the degree centrality algorithm. #162
  • Updated Memgraph version. #171

Bug Fixes​

  • Dynamic betweenness centrality bugfix. #147

v1.3.1 - Jul 14, 2022​

Major Features and Improvements​

  • Updated Memgraph version. #154
  • Introduced E2E group testing. #145

v1.3 - May 23, 2022​

Major Features and Improvements​

  • Added integration between cuGraph and Memgraph integration. #99

Bug Fixes​

  • Fixed node deletion. #141

v1.2 - Apr 20, 2022​

Major Features and Improvements​

  • Implemented Temporal graph networks. #121
  • Implemented Dynamic Betweenness Centrality. #127
  • Implemented Dynamic Katz Centrality. #117
  • Implemented Louvain Community Detection. #48
  • Implemented Maximum Flow. #125
  • Implemented Static Katz Centrality. #117
  • Added utility Import/Export module (JSON). #100
  • Bumped the version of Black formatter. #132

Bug Fixes​

  • Fixed IsSubset checking for unordered set. #135
  • Fixed Continuous integration. #133
  • Fixed E2E testing. #128
  • Fixed ID validity check. #129

v1.1 - Dec 13, 2021​

Major Features and Improvements​

  • Updated rsmgp-sys to the new MGP API. #78
  • Add temporal type to rsmgp-sys. #82
  • Implemented node2vec. #81
  • Updated GraphView abstraction. #85
  • Implemented approximative streaming PageRank. #69
  • Implemented weighted graph methods built for dynamic community detection. #89
  • Implemented LabelRankT dynamic community detection algorithm. #66

Bug Fixes​

  • Fixed memory leakage. #77
  • Solved dependency vulnerability. #83
  • Fixed set_cover.greedy result type bug. #76
  • Fixed MAGE installation on Linux based distro. #92