0.5.3

What's Changed

• Fix ground truth caching bug for Multi-Graph Matching (MGM).

Full Changelog: 0.5.2...0.5.3

0.5.2

What's Changed

• Fix IPFP implementation. The old implementation took the wrong calculation of t0 and this newer version is expected to have better optimization objectives.
• Add notes for Koopmans-Beckmann's QAP
• Other minor fixes by @rogerwwww in #99

Full Changelog: 0.5.1...0.5.2

0.5.1

What's Changed

• Bug Fixes:
  • build_c_astar is fixed to its new naming
  • NetworkX-Numpy conversion is updated w.r.t. the latest NetworkX API

Full Changelog: 0.5.0...0.5.1

0.5.0

What's Changed

• Pygmtools is published in JMLR!
• Update download urls for test_dataset.py by @heatingma in #96
• Improved docs & examples
• c_astar modules will be imported only on-demand to avoid #92 for most users
• Backward compatibility broken: pygm.astar now works as a Lawler's QAP solver, just as other pygm.classic_solvers. If you are expecting the old behavior as a specialized GED solver, please use pygm.genn_astar

Full Changelog: 0.4.3...0.5.0

0.4.3

What's Changed

• Fix A-star bugs
  • for the same k, node_cost is double counted by @heatingma in #89
  • cuda compatibility by @heatingma in #94
• Support PyG data format by @heatingma in #93
• Improve docs of time evaluation by @wzever in #95

Full Changelog: 0.4.2...0.4.3

0.4.2

What's Changed

• Update images in multi-graph matching examples by @wzever in #82
• Fix gamgm backward testing error by @rogerwwww in #83
• Fix A-star CXX compability error by @rogerwwww in #84
• Fix macos test via adopting a small VOC dataset. by @ziao-guo in #85
• capture ReadError in download by @ziao-guo in #86
• Use importlib to check for installed packages by @bkmgit in #79
• Change the way of setting backends by @rogerwwww in #87
• update examples and docs by @wzever in #88

Full Changelog: 0.4.1...0.4.2

0.4.1

Say hi to pygmtools 0.4.1!

What's Changed

• Refine documentations and examples. by @ziao-guo in #74
• Add multi-graph examples in documentations by @wzever in #76
• change a_star to astar by @heatingma in #80

Full Changelog: 0.4.0...0.4.1

0.4.0

Greetings! Pygmtools 0.4.0 is available!

What's Changed

• Support astar solvers (traditional & neural) for PyTorch backend. #63 #71
• Add util functions to support NetworkX and GraphML formats. #63
• Build wheels for different combinations of Python Versions and OS. #69
• Fix downloading problem (special thanks to hugging face 🤗). #70
• Add time benchmark in docs. #72
• Fix RRWM's speed. #72

Full Changelog: 0.3.8...0.4.0

0.3.8

• Fixed documentation

Full Changelog: 0.3.7...0.3.8

0.3.7

What's Changed

• Add MacOS and Windows workflows by @ziao-guo in #54
• Support mindspore backend by @wlxlatiao666 in #55

New Contributors

• @wlxlatiao666 made their first contribution in #55

Full Changelog: 0.3.6...0.3.7