GLUE Explained: Understanding BERT Through Benchmarks
By Chris McCormick and Nick Ryan
Matrix Operations in NumPy vs. Matlab
If your first foray into Machine Learning was with Andrew Ng’s popular Coursera course (which is where I started back in 2012!), then you learned the fundamentals of Machine Learning using example code in “Octave” (the open-source version of Matlab). Octave is great for expressing linear algebra operations cleanly, and (as I hear it) for being easier for non-programmers to get going with.
XLNet Fine-Tuning Tutorial with PyTorch
By Chris McCormick and Nick Ryan
BERT Fine-Tuning Tutorial with PyTorch
By Chris McCormick and Nick Ryan
BERT Word Embeddings Tutorial
In this post, I take an in-depth look at word embeddings produced by Google’s BERT and show you how to get started with BERT by producing your own word embeddings.