CBOW ( Continuous Bag of words)
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…
Month: October 2019
Challenges in word2vec Model
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…
Inner working of word2vec Model (SkipGram)
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.…
Introduction to Word2Vec
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…
Iterators and Generators in Python
Iterators :- An iterator is an object that can be iterated upon, meaning that you can traverse through all the values. Technically, in Python, an…
Composition in Python
What is Composition:- As the name implies , In composition one of the classes is “composed” of one or more instance of other classes. In…
Super() function in Python
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…
Encapsulation in Python
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…
Public,Protected & Private members in Python
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…
Inheritance in Python
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…