[Model] PinSAGE model with new sampler - #1334
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MovieLens has a 10M dataset. Will that suffice your need? |
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March 27, 2020 05:36
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| else: # numeric | ||
| return torch.FloatTensor(series.values) | ||
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| class PandasGraphBuilder(object): |
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@classicsong Look like this is a good example for CSV data loader too.
HuXiangkun
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Co-authored-by: Xiagkun Hu <huxk_hit@qq.com>
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@HuXiangkun Sorry to bug you again. Any other comments? |
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Description
PinSAGE model on new sampler.
This implements the item-to-item recommendation in the original PinSAGE paper, as opposed to the original coarse implementation I put in this repository.
This implementation should consume a lot less GPU memory and should be a lot faster.
The implementation is still subject to changes as I need to tune the recommendation performance.
TODO
Stop using MovieLens and switch to another larger dataset.Tried Nowplaying-rs and got a better result.Checklist
Please feel free to remove inapplicable items for your PR.
or have been fixed to be compatible with this change