On Environment/Package Management in Python

Python's package management is a mess. I'm involved in a few open source projects and I often help users address their environment & installation issues. A large number of these environment issues essentially come down to incorrectly / accidentally mixing multiple different python environment together. This post lists a few common pitfalls and misconceptions of such.

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Unawareness of Deep Learning Mistakes

TL;DR: People are hardly aware of any deep learning mistakes they made, because things always appear to work, and there are no expectations on how well they should work. The solution is to try to accurately reproduce settings & performance of high-quality papers & code.

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