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Pull requests: pyg-team/pytorch_geometric

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Pull requests list

fix(perf): Don't use data-dependent op when batch_size and max_num_nodes are provided to to_dense_batch performance utils
#10660 opened Apr 4, 2026 by akihironitta Member Loading…
Fix RandomNodeSplit HeteroData bug for unlabeled nodes (#10632)
#10659 opened Apr 4, 2026 by ninjitsuytber Loading…
1
Fix missing wheels on Windows CUDA 13.0 (#10649)
#10658 opened Apr 4, 2026 by ninjitsuytber Loading…
1
Fix #10627: post_step clamping process doesn't preserve training labe...
#10656 opened Apr 3, 2026 by JiwaniZakir Contributor Loading…
1
1
Fix #10632: RandomNodeSplit fails on HeteroData
#10654 opened Apr 2, 2026 by JiwaniZakir Contributor Loading…
1
1
Add time_window parameter for temporal neighbor sampling
#10652 opened Mar 30, 2026 by RishiBanerjee Loading…
Add SpaPool : 'SpaPool: Soft Partition Assignment Pooling for Graph Neural Networks'
#10651 opened Mar 27, 2026 by rodrigueg Loading…
Add ECHOBenchmark dataset
#10648 opened Mar 24, 2026 by matteotolloso Loading…
5 tasks done
2
Added support for custom functions in collate and separate
#10636 opened Mar 12, 2026 by FilippoMB Loading…
Add RelSC benchmark datasets and tests
#10630 opened Mar 6, 2026 by MarcusVukojevic Loading…
Add from_relbench utility to convert RelBench databases to HeteroData
#10628 opened Mar 4, 2026 by AJamal27891 Contributor Loading…
3 tasks done
1
@akihironitta
15
Fix AttributeError when installing QM9 dataset
#10625 opened Feb 28, 2026 by prajwalnayaka Loading…
Enforce integer type on counting tensor for mean aggregation
#10624 opened Feb 27, 2026 by Shono1 Loading…
Feat: Added movie lens 1 Billion dataset
#10602 opened Feb 12, 2026 by laxmanvijay Loading…
Fix missing hyperedge weight application in HypergraphConv
#10600 opened Feb 11, 2026 by Mr-Neutr0n Loading…
3 tasks done
Adding support for BigBird in GraphGPS
#10598 opened Feb 8, 2026 by Rahul1epic Loading…
8
⚡️ Speed up function _orthogonal_matrix by 9%
#10589 opened Jan 28, 2026 by aseembits93 Loading…
1
feat/gfn-unpooling
#10588 opened Jan 21, 2026 by Oisin-M Loading…
3 tasks done
1
1
Bring back py.typed file to ensure type checkers understand the project
#10581 opened Jan 13, 2026 by antspy Loading…
Clarify ResGatedGraphConv formulation with explicit edge feature weights
#10579 opened Jan 11, 2026 by aditya0by0 Loading…
1
Fix: Update broken S3DIS dataset URL
#10577 opened Jan 9, 2026 by qingy1337 Loading…
1
Adding the possibility to make alpha learnable in DirGNNConv
#10575 opened Jan 8, 2026 by RonanFR Loading…
Add AEROGNN model and AEROConv layer
#10573 opened Jan 7, 2026 by bokveizen Loading…
Fix warnings when converting tensors with requires_grad=True to scalars.
#10571 opened Jan 5, 2026 by drivanov Contributor Loading…
Fix parsing bug for subclassing MessagePassing
#10569 opened Jan 2, 2026 by sukjulian Loading…
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