Easy Visual Question Answering

Co-Authored by Phillip Wang

A gentle introduction to Visual Question Answering (VQA) using neural networks.

A Simple Explanation of the Bag-of-Words Model

A quick, easy introduction to the Bag-of-Words model and how to implement it in Python.

Git Aliases I Use (Because I'm Lazy)

I really dislike typing out git commands, even the short ones.

Keras for Beginners: Implementing a Convolutional Neural Network

A beginner-friendly guide on using Keras to implement a simple Convolutional Neural Network (CNN) in Python.

Neural Networks From Scratch

A 4-post series that provides a fundamentals-oriented approach towards understanding Neural Networks.

An Introduction to Recurrent Neural Networks for Beginners

A simple walkthrough of what RNNs are, how they work, and how to build one from scratch in Python.

A Simple Explanation of the Softmax Function

What Softmax is, how it's used, and how to implement it in Python.

An Introduction to Python's Collections module

Guest Post by Pankaj Kumar

An overview of 5 important container objects from the collections module.