Numerical Methods in Python Series - Simple Interpolation
Numerical Methods in Python Series - Simple Interpolation
this tutorial will show you how to implement simple interpolation case in Python along with the visualization.
In the mathematical field of numerical analysis, interpolation is a type of estimation, a method of constructing new data points within the range of a discrete set of known data points. - Wikipedia
steps:
1. open Google Colab
2. type in the code
we use scipy.interpolate library to do the interpolation
line 5 - 6
we put x and y data
line 7
f is the function to plot x and y in linear
line 8
f2 is the function to plot x and y in cubic
line 10
determine new x
line 11 - 14
plotting the functions with new x and draw it
3. run the code and analyze the graph
you can try to put different data and interpolate it ;)
in the next tutorial we will learn more about interpolation, so make sure you’re subscribing this channel :)
References:
1. https://docs.scipy.org/doc/scipy/refe...
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