Here I am again using my beloved Python and doing maths stuff.
Today I’d like to post a short piece of code I made after a review of Taylor series I did. This script lets you input (almost) any function, provided that it can be represented using Sympy and output the Taylor series of that function up to the nth term centred at x0.
Sympy is a great module for basic symbolic mathematics, it works fine and it is really simple to use even if you are new to Python.
Here is the output of the plot function for the function sin(x) approximating up to the 9th term:
Note that in the console output the series is written backwards, however I think it could be fixed.
Here is the code I used
This code can be customized to return Taylor expansions for any function you’d like to use (of course provided it can be represented using Sympy).
Finally, the code used to generate the plot
very cool, thank you!
ReplyDeleteThanks! I'm glad you liked it! :)
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Thank you for sharing! :)
ReplyDeleteThank you for reading the post! :)
DeleteHow do you define what h is in the tailor series for this code?
ReplyDeleteHi, could you please explain your question? I can't find any h in the code
DeleteDo you have some examples for multivariable function
ReplyDeleteNot yet!
DeleteDo you mind if I use the code for my final project in a math course I am taking?
ReplyDeleteNot at all, just please reference this article if you can.
DeleteOk. Thank you. :)
DeleteHow do I print that?
ReplyDeleteJust typing taylor(f,0,j) in the Python interpreter should print it out in this example.
DeleteI appreciate your work. Thanks!
ReplyDeletehow can i use custom function with 3 dimensions like 2x^2+6y^2-z^2=0?
ReplyDeleteThank you! Just started to learn taylor series, and your work is really helpful.
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Hi can you suggest how I can use the above program to plot taylor expansion for a function (x^2)/20
ReplyDeleteCan you modify line 10 in the first code from sin() to your function?
DeleteHi can you suggest how I can use the above program to plot taylor expansion for a function (x^2)/20
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