Bash for Everyone — Part 1

I’ve divided this post into two parts, first, one will be focused on bash and the second one will be on Unix commands and useful one-liners. Table of Contents Part-1 -- Shell Scripting  Pipelines Bash - Bourne Again Shell Compound Statements Running bash scripts File permissions Part-2 Shell Scripting Shell scripting is a computer programming which … Continue reading Bash for Everyone — Part 1

Introducing Pandas-Sets: Set-oriented Operations in Pandas

I frequently find myself storing standard Python set objects in DataFrame columns. This usually happens when I have some kind of a tags or labels column for each observation. It can also be the output of a groupby operation where the end result needs to be a list-like (or set-like) object before it's aggregated. Using set operations (union, intersection etc.) can come in handy in … Continue reading Introducing Pandas-Sets: Set-oriented Operations in Pandas

Summarize whole paragraph to sentence by Extractive Approach​

To catch a quick idea of a long document, we will always to do a summarization when we read an article or book. In English, the first (or first two) sentence(s) of each article has a very high chance of representing the whole article. Of course, the topic sentence can be the last sentence in … Continue reading Summarize whole paragraph to sentence by Extractive Approach​