Tutorial: How to Code and Understand DeepMind’s Synthetic Gradients (in Python)

TLDR: In this blogpost, we’re going to prototype (from scratch) and learn the intuitions behind DeepMind’s recently proposed Decoupled Neural Interfaces Using Synthetic Gradients paper. Read more


Python Coverage could be Fast

Ned Batchelder’s coverage.py is a foundation of the Python testing ecosystem. It is solid, well maintained, and does its job extremely well. I think literally every Python project that cares about testing should be using it. (more…)

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Introduction to web scraping with Python

Data is the core of predictive modeling, visualization, and analytics. Unfortunately, the needed data is not always readily available to the user, it is most often unstructured. The biggest source of data is the Internet, and with programming, we can extr... (more…)

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