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Code for the kaggle competition predicting scalar coupling

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alonsocampana/scalar-coupling

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Project structure:

  • Data can be found in: https://www.kaggle.com/c/champs-scalar-coupling/data
  • multifc_*.ipynb contains the training of different models generating embeddings for all the different targets.
  • resume_training_*.ipynb contains code for fine-tuning the model for each specific target class.
  • generate_embeddings.ipynb contains code for generating the embeddings used for the tabular models.
  • DL_tabular_*.ipynb contains code for the models making use of tabularized data.
  • ray_opt_model.py contains the script used for optimizing the hyperparameters of a model using ray.tune
  • performance_evaluation.ipynb contains code for evaluating the performance of all the different models.

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Code for the kaggle competition predicting scalar coupling

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