Machine Learning / NLP Utility Functions

The notebook in this repository contains utility functions which I found useful for my research. At the moment, it contains:

ML

1. Accuracy in Pytorch
2. Precision, Recall, F1 in Pytorch
3. Setting seeds

NLP

1. Gradient Clipping
2. BERT Word Embeddings

Example usage and unit tests are specified in the notebook.

I've added the environment.yml for reproducibility of the notebook. However, I've tried to keep each cell self-contained such that users only need to install the dependencies in the cell.

Feel free to use them for your own research (ง︡'-'︠)ง.