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

https://heartbeat.fritz.ai/5-regression-loss-functions-all-machine-learners-should-know-4fb140e9d4b0
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 […]