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My Python code is a neural network


This post translates a Python program to a recurrent neural network. It visualizes the network and explains each step of the translation in detail.

corporate officers might be mentioned in the news by nickname, contracts might describe the procured services using synonyms, and it might not always be trivial to tell apart program code from English. To make this rule effective, we need to complement it with an extensive list of acronyms and abbreviations that we might encounter (e.g., AFAICT, LGTM, USD, COVID). Gradient descent, the algorithm that is commonly used to train neural networks, will be stuck because the binary indicator function has a zero slope almost everywhere.

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