There are many ways the basic derivative can be generalized: partial derivatives, directional derivatives, covariant derivatives, etc. These all reduce…

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## Driven Van der Pol oscillators

The solutions to the driven Van der Pol equation, and especially their derivative, change abruptly, so abruptly that if there’s…

Continue Reading## Calculus — Multivariate Calculus And Machine Learning

Calculus — Multivariate Calculus And Machine LearningA Must Know Concept For Every ProfessionalFarhad MalikBlockedUnblockFollowFollowingMay 4Calculus plays a vital role in Machine Learning projects.…

Continue Reading## Jira combats chaos: how to not lose tasks in development

Not that much, it has to be said, except for:Filters;Kanban boards. FiltersA filter allows you to view a linear list…

Continue Reading## Automatic Differentiation, Explained

The answer lies in a process known as automatic differentiation. Let me illustrate it to you using the cost function…

Continue Reading## Coding a 2 layer neural network from scratch in Python

We just ran our input data through the network and produced Yh, an output. The logical next step is to…

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