Depends on the definition

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Introduction to named entity recognition in python

In this post you will learn how to do basic Named Entity Recognition (NER) in python. This is the first post in a series about NER.

Classifying genres of movies by looking at the poster – A neural approach

Today we will apply the concept of multi-label multi-class classification with neural networks from the last post to
classify movie posters by genre.

Guide to multi-class multi-label classification with neural networks in python

Often in machine learning tasks, you have multiple possible labels for one sample that are not mutually exclusive. This is called a multi-class, multi-label classification problem. Obvious suspects are image classification and text classification, where a document can have multiple… Continue Reading →

Efficient AWS usage for deep learning

When running experiments with deep neural nets you want to use appropriate hardware. Most of the time I work on a Thinkpad laptop with no GPU. This makes experimenting painfully slow. A convenient way is to use an AWS instance,… Continue Reading →

Getting started with Multivariate Adaptive Regression Splines

In this post we will introduce multivariate adaptive regression splines model (MARS) using python. This is a regression model that can be seen as a non-parametric extension of the standard linear model.

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