Introduction CBOW is a variant of the word2vec model predicts the center word from (bag of) context words.So given all the words in the context window (excluding the middle one),…
Recall that our neural network had two weight matrices--a hidden layer and output layer. Both of these layers would have a weight matrix with 300 x 10,000 = 3 million…
Idea behind word2vec Model "You should know a word by the company it keeps." The Word2Vec technique is based on a feed-forward, fully connected architecture. To give an overview of…
Introduction Word2Vec was developed at Google by Tomas Mikolov, et al. and It uses Neural Network with one hidden layer to learn word embeddings. The beauty with word2vec is that the vectors…
Iterators :- An iterator is an object that can be iterated upon, meaning that you can traverse through all the values. Technically, in Python, an iterator is an object which…
What is Composition:- As the name implies , In composition one of the classes is "composed" of one or more instance of other classes. In other words one class is…
Introduction:- If you want to understand the python super function, we need to know about Inheritance in Python language. In Python Inheritance, Inheritance is the concept in object-oriented programming in…
Introduction Encapsulation is one of the fundamental aspects of Object Oriented Programming. Encapsulation serves to protect the data stored within your objects and provides control and conventions for how you…
Introduction A lot of people learn object-oriented programming with languages like C++ and Java. And while they learn, they’re told over and over again that encapsulation is one of the key principles…
Introduction:- One of the major advantages of Object Oriented Programming is re-use. Inheritance is one of the mechanisms to achieve it. In inheritance, a class (usually called superclass/parent class) is…