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9361

Architecture.md

If you maintain an open-source project in the range of 10k-200k lines of code, I strongly encourage you to add an ARCHITECTURE document next to README and CONTRIBUTING. Before going into the details of why and how, I want to emphasize that this is not another docs are good, write more docs advice. I am pretty sloppy…

9367

Peter Naur's view of programming

To answer this question, let me take you a few years back, when I worked with a small high tech startup. We were working on a pretty complex augmented reality system spanning all layers from low-level computer vision components to cross-platform mobile and web apps. Especially for the lower-level components, a good…

9382

Reinforcement Learning at Facebook

If you ever wanted to learn about machine learning you could do worse than have Jason Gauci teach you. Jason has worked on YouTube recommendations. He was an early contributor to TensorFlow the open-source machine learning platform. His thesis work was cited by DeepMind. But what I find so fascinating with Jason is he…

9387

NumPy 1.20

This NumPy release is the largest so made to date, some 684 PRs contributed by 184 people have been merged. See the list of highlights below for more details. The Python versions supported for this release are 3.7-3.9, support for Python 3.6 has been dropped. Highlights are