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updating dataset to just be pyg Dataset object #34

Merged
merged 14 commits into from
May 15, 2023
Merged

updating dataset to just be pyg Dataset object #34

merged 14 commits into from
May 15, 2023

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shenyangHuang
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to run with pyg data
instead of data = dataset.data[0], we now have data = dataset.get_TemporalData()
reworked the pyg dataaset to not use inMemoryDataset

@shenyangHuang shenyangHuang added the ASAP As soon as possible label May 14, 2023
@shenyangHuang shenyangHuang requested a review from fpour May 14, 2023 04:19
@shenyangHuang shenyangHuang self-assigned this May 14, 2023
This was linked to issues May 14, 2023
Convert PyG In memory dataset object to PyG dataset object #31
Closed
Integrate negative sampler into Link Prop Pred dataset object #33
Closed
@shenyangHuang
standardizing output from dataset.py and dataset_pyg.py, now label (t…
ec61ef9 
…he edge labels, all one tensor) are called edge_label
@shenyangHuang
added jupyter notebook tutorials for how to access the edge data in P…
e9f05e4 
…yG and numpy format, reworked the documentation
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shenyangHuang commented May 14, 2023 •
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removing unnecessary arguments in NegativeEdgeSampler_RND including device

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major changes: NegativeSampler are now initialized in the dataset.py
The usage pattern is as follows:

dataset = PyGLinkPropPredDataset(name=name, root="datasets")
neg_sampler = dataset.negative_sampler
dataset.load_val_ns()
dataset.load_test_ns() 
neg_sampler.query_batch(pos_batch, split_mode=split_mode)

@fpour fpour merged commit 2c02d63 into main May 15, 2023
shenyangHuang pushed a commit that referenced this pull request Jun 26, 2024
@JuliaGast
Merge pull request #34 from JuliaGast/andy_new
89b09b7 
Adding thgl-forum
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