Model2Vec: Turning Heavy Transformers into Lightning-Fast Lookup Tables
A comprehensive primer on Model2Vec for static embeddings, covering architecture, distillation, PCA, Zipf weighting, and performance.
Python
Why you should use logging instead of print statements?
This is a post on how one should get started with logging in Python.
Handling errors with try-catch in Python
This tutorial is on handling errors with try-catch in Python.
Subsetting a dataframe in Python
This tutorial is on how to filter rows of a dataframe based on conditions on columns in dataframe in Python.
Working with dates in Python
This tutorial is on ways to deal with dates in Python.
git and github for data scientists
This is a tutorial on git and github for anyone who wants to use it.
Creating a virtual environment in Python
This is a tutorial on how to create a virtual environment in Python.