google-bert-multi-class-text-classifiation

Overview

This kernel was made in response to "The great indian data sceintist challenge" held by "Edgeverve" on Hackerearth. Happy machine learning!

Link to kaggle kernel : https://www.kaggle.com/kernels/scriptcontent/16704856/download

Link to datasets : https://www.kaggle.com/subratasarkar32/the-great-indian-data-scientist-hiring-challenge, https://www.kaggle.com/subratasarkar32/googleresearchbert, https://www.kaggle.com/maxjeblick/bert-pretrained-models

Usage

Fork the repository.

Power up jupyter notebook for python and open the .ipynb file provided.

Then, just change the data preprocessing parts of the code to load and format your own data to match the preprocessing specifications and then run your notebook.

If you lack hardware resources on your machine, then just run your notebook on kaggle/colab.Just upload your dataset seperately. It is a pretty unexpensive option. Trust me ;D

Donation

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