Torch-geometric-temporal

What's Changed
* Remove setup.py test (deprecated) by jamesmyatt in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/182
* Make tqdm an optional dependency by jamesmyatt in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/188
* Remove torch-scatter from mandatory dependencies by jamesmyatt in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/191
* Update installation instructions for PyTorch 1.11.0 and PyG latest by jamesmyatt in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/192
* Remove scipy from mandatory dependencies (not used) by jamesmyatt in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/190
* change on _set_hidden_state() by h3dema in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/187

New Contributors
* jamesmyatt made their first contribution in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/182
* h3dema made their first contribution in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/187

**Full Changelog**: https://github.com/benedekrozemberczki/pytorch_geometric_temporal/compare/v0.53.0...v0.54.0

What's Changed
* remove unused parameters and variables for MPNNLSTM by SherylHYX in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/154
* Support for slicing signals by gfngoncalves in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/160
* Change dicts in hetero_gc_lstm to nn.ParameterDicts by xunil17 in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/180
* Optimize code to prevent repeated calls to convolution operator by xunil17 in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/181

New Contributors
* gfngoncalves made their first contribution in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/160
* xunil17 made their first contribution in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/180

**Full Changelog**: https://github.com/benedekrozemberczki/pytorch_geometric_temporal/compare/v0.52.0...v0.53.0

What's Changed
* Hetero support by doGregor in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/142
* Fixed Montevideo Bus dataset by dtortorella in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/147
* Matrix multiplication bug fixed by doGregor in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/148
* Fixed lambda_max error when normalization != sym by gravins in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/150

New Contributors
* gravins made their first contribution in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/150

**Full Changelog**: https://github.com/benedekrozemberczki/pytorch_geometric_temporal/compare/v0.51.0...v0.52.0

What's Changed
* Temporal signal split fix by tforgaard in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/129
* Refactor __getitem__ by josephenguehard in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/133
* First commit for heterogeneous graph support by doGregor in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/125
* Fix an error in documentation for TGCN cell. by BraveDistribution in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/136

New Contributors
* tforgaard made their first contribution in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/129
* josephenguehard made their first contribution in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/133
* doGregor made their first contribution in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/125
* BraveDistribution made their first contribution in https://github.com/benedekrozemberczki/pytorch_geometric_temporal/pull/136

**Full Changelog**: https://github.com/benedekrozemberczki/pytorch_geometric_temporal/compare/v0.50.0...v0.51.0

- Removed coupling to PyG 1.7.0
- Removed coupling to PyTorch 1.7.
- DevOps updated
- Documentation and Installation guide updated

v_00042
What's Changed
* Feature extension: Additional named attributes in Signal/Batch objects by Flunzmas 🤖
* Fixed EvolveGCN weight squeezing by dtortorella 🌃
* Updated the A3TGCN_example by poteman 🎇
* Make attention trainable in A3TGCN and make it support batches by elmahyai 🌄

v_00041
- Evolve GCN-O Fix of Weight Updates
- Evolve GCN-H Fix of Weight Updates

v_00040
- GMAN move out - hyperparameters are not fixed.

v_00039
- Added DNNTSP from Predicting Temporal Sets with Deep Neural Networks (KDD 2020).
- Added tests for DNNTSP.
- DNNTSP Docs.
- Updated the README.md.

v_00038
- LRGCN Case Study
- A3TGCN Case Study
- TGCN Case Study
- DCRNN Case Study
- GCLSTM Case Study
- GConvGRU Case Study
- GConvLSTM Case Study
- AGCRN Case Study
- MPNN LSTM Case Study
- EvolveGCNO Case Study
- EvolveGCNH Case Study


v_0037
- New windmill datasets (medium and large).
- New MTM hand gesture dataset.
- New 2S-AGCN dataset.

v_00035
AGCRN FIX.

v_00034
- Added the Montevideo Bus dataset - 11 spatial units and hundreds of time points.

v_00033
- Added a get item based snapshot indexing system.

v_00032
- DCRNN Op fix
- STGCN typo fix

v_00030


v_00029
- Added Batching.

v_00028
- Added ARGCN from NeurIPS 2020

v_00027
Fix the twitter release.

v_00026
- Added twitter and lag generators.

v_00025
- Added the MPGNN LSTM model.
- Covid 19 England Dataset.

v_00024

We have added:

- GMAN
- MTGNN
- Windmills Dataset

v_00023
Less memory used by MSTGCN and ASTGCN

v_00022
- Added Wiki Math.
- Major refactoring of dataset loaders and iterators.

v_00021


v_00020
Fix the scipy issue

v_00019
We added:
- ASTGCN
- MSTGCN

v_00017
- Added the A3T-GCN model.

v_00016
- Added the PedalMe dataset.

v_00015
- Traffic datasets from new papers are added