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Home Page: https://alchemy.tencent.com/

License: MIT License

Python 98.29% Shell 1.71%

alchemy's Introduction

Alchemy

Here is the repo for Tencent Alchemy Tools. We currently provide a PyG dataloader for Alchemy contest, as well as a PyG mpnn model.

HOWTO

How to use pytorch-geometric (PyG) dataloader for Alchemy

How to download Alchemy dataset

You may want to use the script at pyg/data-bin/download.sh. This script downloads dev.zip and valid.zip and extracts them at pyg/data-bin/raw.

You can also download manually from the homepage of Alchemy contest.

How to run PyG mpnn model

If you download Alchemy dataset and extract at pyg/data-bin/raw, you can simply run pyg/mpnn.py for training. After training, the example mpnn model will dump a target.csv file which is ready to submit to CodaLab for evaluation.

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