tensorflow/gnn issues and pull requests

#634 - Mixed Precision fixes for HGT Conv.

Pull Request - State: closed - Opened by copybara-service[bot] 11 months ago

#633 - Unpins tf-nightly version in tests.

Pull Request - State: closed - Opened by copybara-service[bot] 11 months ago

#632 - Graph explainability : feature suggestion

Issue - State: open - Opened by Justsecret123 12 months ago

#631 - Uses Python 3.11 for Kokoro tests.

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#630 - Add run_eagerly option to runner

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#629 - Accept non-tensor scalars in pad_to_nrows

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#628 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#627 - Internal change.

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#626 - Internal change.

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#625 - Two minor fixes for MtAlbis:

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#624 - Skips failing PyG adapter tests.

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#623 - Let models/multi_head_attention use policy-controlled dtypes,

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#622 - Graph execution error: INVALID_ARGUMENT: ConcatOp : Dimension 0 in both shapes must be equal

Issue - State: open - Opened by darkestfloyd 12 months ago

#621 - Remove deprecated GraphSchema field Feature.sample_values.

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#620 - Adds edge features + ragged features support to `SamplingPipeline`s.

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#619 - Fixed `row_splits_dtype` for `InMemUniformEdgesSampler`.

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#618 - How to print the value/embedding of a node_set after training is complete?

Issue - State: closed - Opened by DibyoKgpIIT 12 months ago - 1 comment

#617 - Enables arbitrary edge features during edge sampling.

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#616 - Helper functions to enable generic edge features support.

Pull Request - State: closed - Opened by copybara-service[bot] 12 months ago

#615 - How to express the edge weight when aggregating neighbor nodes?

Issue - State: closed - Opened by OysterQAQ 12 months ago - 3 comments

#614 - Replace the learned `sigmoid(x)` scaling with `x` initialized to `-5.0` with a learned `1+elu(x)` scaling with `x` initialized to `0.0`.

Pull Request - State: closed - Opened by copybara-service[bot] almost 1 year ago

#613 - Export edge features names to eval dag.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#612 - Relaxes the requirement that the sampled source and target link nodes be the first and second sampled nodes in their node sets.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#611 - Expose Corruptor in contrastive models init.py

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#610 - Respects user-provide output_file name for generated subgraphs.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#609 - Small bug fixes and link prediction code refactoring.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#608 - Link prediction support in Beam sampler (part 2).

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago - 1 comment

#607 - Creates link sampling pipeline for edge prediction.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#606 - Make a default preprocessing fn for contrastive losses.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#605 - Expose ContrastiveLossTask interface.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#604 - Add SVDmetrics to DGI.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#603 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#602 - Wraps in-memory datasets with APIs to obtain `runner.Task` and `runner.DataProvider` instances.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#601 - Adds special seed op for symmetric link prediction.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#600 - Export for weight and target feature names for edge samplers.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#599 - Modify input layer import for TFGNN in preparation for Keras swap.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#598 - Reformat the DGI task to output the embeddings instead of logits.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#597 - setup failure on macOS 13.5.2, commit d7c81a2

Issue - State: open - Opened by sayantanghosh about 1 year ago - 5 comments

#596 - Bumps latest stable supported TF + Python versions to 2.13 x 3.11 based on https://www.tensorflow.org/install .

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#595 - Graph pieces class methods support in Keras Functional API.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#594 - Fix private Keras imports in TF GNN

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#581 - Create a meta-metric for SVD-based computation speedup.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#580 - Fixes bug introduced by edge feature CL with non-unique bucket key

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#579 - Update _Corruptor to support generic template class.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#578 - Edge feature support for experimental beam sampler.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#577 - Helper functions to pool features from neighbor nodes through the edges.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#576 - Update `MakeEmptyFeature` dtype to `compute_dtype` to support mix precision.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#575 - If plan to launch a pretrained model? is it possible to fine-tune or transfer-learning for tf-gnn?

Issue - State: closed - Opened by SidneyLann about 1 year ago - 6 comments

#574 - benchmarking tfgnn gcn against pyg gcn on pyg citeseer dataset

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago - 1 comment

#573 - Revert `pip --pre` flag in notebook after the 0.6 release has happened.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago - 1 comment

#572 - Update runner colab default device to TPU.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago - 1 comment

#571 - addition of heterogeneous dataset adapter

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#570 - Temporarily disables `test_any_composite` on tf-nightly until b/294854329 is resolved

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#569 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#568 - Internal change.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago - 1 comment

#567 - Implements top-K sampling strategy for default sampling programs

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#566 - Update tutorial site.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#565 - Code Tutorial #1

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago - 1 comment

#564 - Update the README.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#563 - Add Triplet loss task to contrastive models

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#562 - adding torch_geometric to OSS tests

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#561 - Fix `GraphBinaryClassification` exposure.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#560 - Change the Task interface to allow structured outputs, losses, and metrics.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#559 - Implements Ragged Top K op for Top K sampling strategy.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#558 - Redefines `indices_dtype` as two concepts:

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#557 - Fix mixed precision: remove model re-building (from `KerasTrainer`) and always cast final model outputs.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#556 - Mixed Precision Training with Runner

Issue - State: closed - Opened by romirdes about 1 year ago - 3 comments

#555 - bug fixes for node_sets/edge_sets sizes fields + context features shape

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#554 - Fixed dict-like check in `_resolve_row_splits_dtype`: r/collections.abc.Mapping/Mapping/

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#553 - Graph build_graph_tensor allows to specify `indices_dtype` and checks that `ragged row_splits_dtype` are consistent with detailed error messages.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#552 - Creating custom Layer for NodeSetUpdate or EdgeSetUpdate

Issue - State: closed - Opened by m-akshayraj about 1 year ago - 5 comments

#551 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#550 - modification of pyg adapter tool

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago - 1 comment

#549 - No public description

Pull Request - State: open - Opened by copybara-service[bot] about 1 year ago

#548 - Add a converter to transform GraphTensor into networkx.MultiDiGraph.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#547 - Add live stream link and slides

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#546 - Add a homepage for the ICML'23 tutorial.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#545 - Wraps in-memory datasets with APIs to obtain `runner.Task` and `runner.DataProvider` instances.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#544 - Fix TPU training and inference for ogbn_mag_indepth colab.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago - 1 comment

#543 - Update the OGBN-MAG end2end colab with SamplerV2

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago - 1 comment

#542 - Bumps version to 0.7.0.dev1

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#541 - Refresh api_docs at commit

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#540 - Docstrings made compatible with API Docs

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#539 - Fix for incorrect package removal: r/broadcast/broadcast_ops/

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#538 - Change the Task interface to allow structured outputs, losses, and metrics.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#537 - Change the Task interface to allow structured outputs, losses, and metrics.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#536 - Add a converter for networkx.Graph and networkx.DiGraph to the in-memory graph sampler.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#535 - Fix for inconsistent ragged row partitions of edges and indices to select unique edges.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#534 - Decorate check_scalar_graph_piece with @tf.autograph.experimental.do_not_convert to silence AutoGraph warning.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#533 - Implement the Coherence metric.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#532 - Fixes after sampling spec refactor.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#531 - Implement RankMe metric from https://arxiv.org/abs/2210.02885.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#530 - Expose SamplingOp in sampler init.py

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#529 - Re-enables edge sampling tests.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#528 - Add function to load ogbn as a graph tensor from .npz files.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#527 - Adds support for different sampling strategies in `make_sampling_spec_tree`.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#526 - Rename `add_reverse_edge_sets` to `with_reverse_edge_sets` to be consistent with the underlying builder pattern.

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#525 - No package 'arrow-python' found

Issue - State: closed - Opened by PeterDeSOM about 1 year ago - 6 comments

#524 - Add `validation_freq` to KerasTrainer

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

#523 - Removes by default parallel edges in `build_graph_tensor()`

Pull Request - State: closed - Opened by copybara-service[bot] about 1 year ago

GitHub / tensorflow/gnn issues and pull requests