Create a Customized RSS Feed with indico Text Tags, Python, & HTML

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Introduction This tutorial describes how to create a customized, automated RSS feed for reddit using the indico Text Tags API with Python and HTML/CSS. This takes four steps: Setup [Python] Categorization and setting thresholds [Python] Access reddit’s RSS feed [Python] Create a basic front-end [HTML/CSS] This tutorial assumes that you’re already familiar with Python and… Read more

How to Visualize Email Sentiment with Python

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Email, a tool invented over 45 years ago, remains the most trusted form of online interaction as it stands decentralized in a world of social applications. With a little help from the indico Sentiment API, you can quickly go from having a large corpus of written emails to a visualization of how the sentiment in… Read more

Create an Image Similarity Web App Using the indico API [Python and JavaScript]

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Introduction This tutorial will teach you how to create a simple image similarity web application using the indico Image Features API with Python and JavaScript. The process is composed of two parts: Cache your dataset’s image features using Python. Create your web app using JavaScript. This tutorial assumes that you’re already familiar with Python and… Read more

Regressor Based Image Stylization

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We’re happy to showcase a side project from our Head of Research, Alec Radford. Using regression based machine learning techniques, he’s recently released an open-source image stylization library, stylize, for Python. Feel free to check out the repo and play with the code there! Here’s what he has to say about it: Inspired by the… Read more

Introduction to Deep Learning with Python and Theano

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Our Head of Research, Alec Radford, speaking on deep learning with Python and the Theano library. The emphasis of the talk is on high performance computing, natural language processing using recurrent neural nets, and large scale learning with GPUs. You can find the SlideShare presentation below. View on Slideshare: Introduction to Deep Learning with Python… Read more