dmlc/dgl: Python package built to ease deep learning on graph, on top of existing DL frameworks.

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dgl Recent Issues

Issue Title State Comments Created Date Updated Date Closed Date
ModuleNotFoundError: No module named 'dgl.graph' open 0 2022-09-26 2022-09-26 -
Investigat graphs load time cost and improve open 1 2022-09-26 2022-09-26 -
[Bug][Example] Running error in MNIST examples (examples/pytorch/model_zoo/geometric) open 0 2022-09-23 2022-09-26 -
[Bug][Example] Running error for pytorch MLP example open 0 2022-09-23 2022-09-26 -
Refactoring Laplacian positional encoding transform open 0 2022-09-23 2022-09-26 -
farthest_point_sampler runs slower on CUDA than on CPU closed 1 2022-09-21 2022-09-26 2022-09-21
Add centrality encoding (consider a generic graph embedding interface) open 0 2022-09-21 2022-09-26 -
Add shortest path structural encoding open 0 2022-09-21 2022-09-26 -
[Umbrella] Graph encoding and other transform ops for graph transformers open 0 2022-09-21 2022-09-26 -
Improve docstring and add test cases for sparse matrix open 1 2022-09-20 2022-09-26 -
Migration of Sparse Ops (unary, softmax, matmul) open 0 2022-09-20 2022-09-26 -
Utility script to compute the union of two distributed masks in-place closed 0 2022-09-20 2022-09-26 2022-09-20
GSpMM for pytorch causes autocast warning for cpu-only versions of torch open 2 2022-09-19 2022-09-26 -
Replace third_party/nccl with PyTorch's NCCL backend open 0 2022-09-19 2022-09-26 -
How could I efficiently complete the update feature operation closed 1 2022-09-19 2022-09-26 2022-09-20
Hilander setup needs to be updated open 3 2022-09-19 2022-09-26 -
[Refactor] Further decouple DLPack from DGL NDArray open 0 2022-09-19 2022-09-26 -
Neighbor sampler behaves differently in CPU and GPU closed 1 2022-09-19 2022-09-26 2022-09-19
Unify DistNodeDataLoader, DistEdgeDataLoader and dgl.dataloading.DataLoader open 0 2022-09-19 2022-09-26 -
Have a proper way of changing DGL_DIST_MAX_TRY_TIMES in the launch script. open 1 2022-09-18 2022-09-26 -
AttributeError: module 'dgl.dataloading' has no attribute 'DataLoader' open 2 2022-09-16 2022-09-26 -
[Dist] standalone tool to obtain etype2canonical mapping open 0 2022-09-15 2022-09-26 -
[Code Style] Lint is not enabled for `.cuh` files closed 1 2022-09-14 2022-09-26 2022-09-21
Is possible dgl.graph() can support any Query Language? open 1 2022-09-14 2022-09-26 -
ImportError for HGTConv in DGL cuda version closed 6 2022-09-13 2022-09-26 2022-09-21
[Code Style] Use f-string for string formatting open 1 2022-09-13 2022-09-26 -
[Feature Request] MovieLens dataset open 0 2022-09-13 2022-09-22 -
Deprecations: heterograph.DGLHeteroGraph open 0 2022-09-12 2022-09-22 -
Deprecations: transforms.functional, subgraph, convert open 0 2022-09-12 2022-09-22 -
Deprecations: batch, function, nn open 0 2022-09-12 2022-09-22 -
dgl-master/examples/pytorch/graphsage closed 9 2022-09-12 2022-09-22 2022-09-19
How Can I Prefetch specific nodes' feature in the training of minibatch open 3 2022-09-10 2022-09-22 -
UnifiedTensor uses cudaHostRegister, no need to specify device open 3 2022-09-09 2022-09-22 -
[Feature][Performance] Optimize `graph.local_scope()` to take less CPU time (currently takes 50 - 100us) open 1 2022-09-08 2022-09-22 -
NGNN + SEAL for OGBL open 0 2022-09-07 2022-09-11 -
Running error with dgl-cuda116 open 2 2022-09-07 2022-09-22 -
is_unibipartite check in DGLHeterograph constructor can take longer than message passing kernels open 0 2022-09-07 2022-09-11 -
[bug] DGNConv fails when no directional aggregators is used open 3 2022-09-06 2022-09-11 -
Error occurs when sampling with edge_dir='out'. (Argument `rhs_nodes` must contain all the edge destination nodes.) open 1 2022-09-06 2022-09-11 -
[Dist] `//tools/dispatch_data.py` gets stuck if `num_parts` is larger than `num_machines` open 0 2022-09-06 2022-09-11 -
[Dist] cannot specify ssh port when calling `//tools/dispatch_data.py` closed 0 2022-09-06 2022-09-28 2022-09-20
[Dist] GLOO_MESSAGING_TIMEOUT is too short for large graph partition closed 0 2022-09-06 2022-09-11 2022-09-15
Reduce the startup overhead in DistDGL open 3 2022-09-05 2022-09-11 -
DGLError Expected data to have %d rows, got %d. occurs at large batch size open 5 2022-09-05 2022-09-11 -
Reduce the peak memory in DistDGL open 2 2022-09-03 2022-09-30 -
num_workers>0 in Dataloader got ERROR: Prefetcher thread timed out at 30 seconds. closed 2 2022-09-02 2022-09-11 2022-09-13
A question about some code in Dataloader. open 3 2022-09-02 2022-09-11 -
[bug] dgl.dataloading.DataLoader forwards args to torch.utils.data.DataLoader but many are not valid open 0 2022-09-02 2022-09-11 -
error in GNNExplainer open 5 2022-09-02 2022-09-11 -
Distributed Training Without Using Sampler & DataLoader closed 2 2022-09-01 2022-09-11 2022-09-14