Benedekrozemberczki Pytorch Geometric Temporal Versions Save

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

v0.54.0

1 year ago

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

v0.53.0

1 year ago

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

v0.52.0

2 years ago

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

v0.51.0

2 years ago

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

v0.50.0

2 years ago

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

v_00042

2 years ago

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

2 years ago

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

v_00040

2 years ago

GMAN move out - hyperparameters are not fixed.

v_00039

2 years ago

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

v_00038

2 years ago

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