This repository contains the experiments and exercises with various numerical methods for root-finding, optimization, differentiation and integration. Some of these methods are applied to solving ...
Nummerical differentiation using Python. This script allows you to calculate the nummerical derivative of a (1+2)D (1 time coordinate, 2 spatial) dataset. The original data is captured using a ...
Abstract: We present auto_diff, a package that performs automatic differentiation of numerical Python code. auto_diff overrides Python's NumPy package's functions, augmenting them with seamless ...
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