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README.md

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## Updates
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**May 10, 2022**
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* Project based on DGL 0.6.2 and higher. See the relevant dependencies defined in the environment yml files ([CPU](./environment_cpu.yml), [GPU](./environment_gpu.yml)).
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* Project based on DGL 0.6.1 and higher. See the relevant dependencies defined in the environment yml files ([CPU](./environment_cpu.yml), [GPU](./environment_gpu.yml)).
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* Updated technical report of the framework on [ArXiv](https://arxiv.org/pdf/2003.00982.pdf).
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* Added [AQSOL dataset](https://www.nature.com/articles/s41597-019-0151-1), which is similar to ZINC for graph regression task, but has a real-world measured chemical target.
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* Added mathematical datasets -- GraphTheoryProp and CYCLES which are useful to test GNNs on specific theoretical graph properties.

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