Author: Austin

FastText for Sentence Classification

This is the seventh article in an eight part series on a practical guide to using neural networks, applied to real world problems. Specifically, this is a problem we faced at Metacortex — where we needed our bots to understand when a question, statement, or command sent to our bot(s). The goal being to query […]

Convolutional Neural Networks (CNN) to Classify Sentences

This is the sixth article in an eight part series on a practical guide to using neural networks, applied to real world problems. Specifically, this is a problem we faced at Metacortex. We needed our bots to understand when a question, statement, or command sent to our bot(s). The goal being to query the institutional […]

Classify Sentences via a Recurrent Neural Network (LSTM)

This is the fifth article in an eight part series on a practical guide to using neural networks to, applied to real world problems. Specifically, this is a problem we faced at Metacortex. We needed our bots to understand when a question, statement, or command sent to our bot(s). The goal being to query the […]