August 25, 2019

Distributed representations vs. local representations

The concept of distributed representations is often central to deep learning, particularly as it applies to natural language tasks. Those […]
August 24, 2019

Word Embedding Simply Explained

Word embedding is one of the most popular representation of document vocabulary. It is capable of capturing context of a […]
August 19, 2019

LSTM Recurrent Neural Networks in Python with Keras

A powerful and popular recurrent neural network is the long short-term model network or LSTM. It is widely used because […]
August 19, 2019

How to Reshape Input Data for Long Short-Term Memory Networks in Keras

When I started working with the LSTM networks, I was quite confused about the Input and Output shape. This article […]
August 15, 2019

Long Short Term Memory (LSTM) Networks simply explained tutorial

Introduction Sequence prediction problems have been around for a long time. They are considered as one of the hardest problems […]