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Consider a fraud detection use case

Getting started with graph analysis in Python with pandas and networkx Graph analysis is not a new branch of data science, yet is not the usual “go-to” method data scientists apply today. However there are some crazy things graphs can do. Classic use...

Don’t Use Dropout in Convolutional Networks

If you are wondering how to implement dropout, here is your answer - including an explanation on when to use dropout, an implementation example with Keras, batch normalization, and more. comments By Harrison Jansma. I have noticed that there is an ab...

Multi-Class Text Classification with Scikit-Learn

The vast majority of text classification articles and tutorials on the internet are binary text classification such as email spam filtering and sentiment analysis. Real world problem are much more complicated than that. comments By Susan Li, Sr. Ther...