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autodiff

Vectorized Automatic Differentiation

7 minute read

In the last post, we discussed techniques for computing derivatives (or gradients) of arbitrary computational functions, with automatic differentiation (AD) ...

Automatic Differentiation

9 minute read

Given a continuos function $f(x)$, how do you compute it’s derivative $f’(x_0)$ for a particular input $x_0$ computationally? Similarly, for a vector valued...

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gsoc

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personal-improvement

Some thoughts on self-learning

9 minute read

Context: I recently had a discussion with a friend about the process of self-learning, which is very essential for scientific and engineering disciplines. Du...

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