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The repository contains the data of the NSS lab team for the hackathon "AIRI Molhack 2022". The task was to predict molecular energy using various molecular data. This solution gave Top-3 result.

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AIRI-hack

The repository contains the data of the NSS lab team for the hackathon "AIRI Molhack 2022". The task was to predict molecular energy using various molecular data.

Data is available here. To launch the code just copy files test.db and train.db to airi folder.

FEDOT framework was used for regression task. MAE was used as a regression metrics.

Final pipeline can be seen below. The team took the third place with final public score 0.04266.

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The repository contains the data of the NSS lab team for the hackathon "AIRI Molhack 2022". The task was to predict molecular energy using various molecular data. This solution gave Top-3 result.

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  • Jupyter Notebook 94.9%
  • Python 5.1%