Learning how to Protect Children Online

Today I’m not going to talk about a funny use of Machine Learning or a cool application you can try at home. Instead, I want to talk about a project I’ve been working on professionally over the last few months. The job involved a complex NLP pipeline, an interesting application, and lots of new experiences for me. The knowledge I gathered helped me get in the top 4% of the Google Jigsaw Toxic Comments on Kaggle, and maybe it can also help you with your projects in the future.

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Author's profile picture Max Schumacher on machine-learning

Learning Math with LSTMs and Keras

Since ancient times, it has been known that machines excel at math while humans are pretty good at detecting cats in pictures. But with the advent of deep learning, the boundaries have started to blur... (Updated 9 DEC 2017) »
Author's profile picture Max Schumacher on machine-learning

Learning Holiness with Recurrent Neural Networks

Let’s teach a neural network to write Bible-like texts! If you have not heard about Andrej Karpathy’s incredibly awesome blog post about Recurrent Neural Networks, I recommend you drop everything right now and head over there for a great read! All of this here is based on his work and provided code.

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Author's profile picture Max Schumacher on machine-learning