January 28, 2020

Recurrent Neural Networks (RNN) with PyTorch

Recurrent Neural Networks(RNNs) have been the answer to most problems dealing with sequential data and Natural Language Processing(NLP) problems for […]
January 28, 2020

A Guide to Python’s Magic Methods

Table of Contents Introduction Construction and Initialization Making Operators Work on Custom Classes Comparison magic methods Numeric magic methods Representing […]
January 18, 2020

Tense of English Verbs in Different Parts of A Scientific Article

One of the concerns of the researchers writing in English is choosing the correct tense for the verbs. In many […]
January 16, 2020

Derivatives: definitions, notation, and rules

http://www.columbia.edu/itc/sipa/math/calc_rules_func_var.html#chain A derivative is a function which measures the slope.  It depends upon x in some way, and is found […]
January 16, 2020

Regression Loss Functions All Machine Learners Should Know

January 15, 2020

Object Detection using YOLO

Introduction How easy would our life be if we simply took an already designed framework, executed it, and got the […]
January 14, 2020

Fundamentals of Deep Learning

Introduction Did you know the first neural network was discovered in early 1950s ? Deep Learning (DL) and Neural Network […]
January 13, 2020

RCNN, fast RCNN, and faster RCNN algorithms for Object Detection Explained

Table of Contents A Simple Way of Solving an Object Detection Task (using Deep Learning) Understanding Region-Based Convolutional Neural Networks […]