Whoever is out there, working with Machine Learning models, overfitting must be a challenge for us. We can overcome this challenge by going out and collecting more data. But this can be costly, time-consuming, or sometimes even impossible for individuals! So, what do we do? We can follow some regularization techniques. Weight Decay is...
Posted on Oct 01, 2021
In almost every application related to NLP, we use text as a part of the data. To the models, the input is generally a list of words or sentences like “We will live on Mars soon”. To a model, we feed the text as a sequence of tokens. The tokens can be characters, space-separated...
Posted on Apr 22, 2020
As the name refers, the quicksort is quick! If implemented well, it can perform two to three times faster than merge sort and heap sort. It is an efficient sorting algorithm developed by Tony Hoare in 1959 and published in 1961. It is a comparison sorting algorithm that acquires the Divide and Conquer approach....
Posted on Apr 21, 2020
Merge sort is an efficient and general-purpose sorting algorithm. It is a Divide and Conquer algorithm that was introduced by John von Neumann in 1945. It is one of the most used sorting algorithms. Many programming languages like Java, Perl use this algorithm in the built-in sorting function. This is the third day of...
Posted on Apr 20, 2020
Insertion sort is a simple sorting algorithm. Though it may not be much efficient for a larger input size, it has some advantages. Like it has a simple implementation. Jon Bentley showed a three-line version in C programming language. It is also more efficient the bubble sort or selection sort. It is an adaptive...
Posted on Apr 19, 2020
It is named bubble sort for the way that the smaller or larger elements bubble up to the top. Sometimes it is also known as sinking sort for the opposite reason. It is a comparison sort that repeatedly iterates through the list, compares the adjacent elements and swaps them if they are in the...
