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AI Team @DSC-IEM | WoC ’20 Mentor | ML Intern @IIT KGP | Independent Researcher | Electrical Engineering | IEM Kolkata

Have you had problems coding the differential value of a function f(x)? Do you need a functional approach that can automate differentiation for you? If the answer to either of these queries is a yes, then this blog post is definitely meant for you.

I have provided the Google Colaboratory Notebook and the Github Repository Num_Diff so you may follow along using these utilities for a better understanding of the topic.

Let’s start Numerical Differentiation in Python.

Why Numerical Differentiation?

Consider the following problem :


Having troubles managing your python workspace? Just updated a library and broke your old project scripts? Issues on using different package versions for different tasks? If the answer to any of these queries is a yes, then this blog post is definitely meant for you.

Python Virtual Environments (Source : Linuxize)

Why create Virtual Environments?

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