Some of the operations have been included without using the numpy library. Description of issue being adressed and the solution approach are mentioned underneath ...
Python is convenient and flexible, yet notably slower than other languages for raw computational speed. The Python ecosystem has compensated with tools that make crunching numbers at scale in Python ...