Implicit Differentiation Sympy
Question:
I’ve been doing derivatives in sympy, and I didn’t know how that would syntactically be written. I tried looking it up, but none of the solutions made sense. For example, if I’m trying to differentiate x**5 + y**2 + z**4 = 8xyz by computation, how would I do that? Would z be a symbol, or a function like in regular derivatives? Thank you.
Answers:
For two variables you can use idiff.
In your case, the simplest way is to set x and y to be functions of z, like
x = Function('x')(z)
y = Function('y')(z)
Then normal diff(expr, z) will take the derivative correctly.
You commented you used idiff, here is the corresponding code for those who want to know:
from sympy import symbols, idiff, simplify
x, y, z = symbols('x y z')
ex = x**5 + y**2 + z**4 - 8*x*y*z
ex_d = simplify(idiff(ex,(x,y),z))
display(ex_d)
In idiff(ex,(x,y),z), (x,y) are the dependent variables, and z the variable the derivative is being taken with respect to.
I’ve been doing derivatives in sympy, and I didn’t know how that would syntactically be written. I tried looking it up, but none of the solutions made sense. For example, if I’m trying to differentiate x**5 + y**2 + z**4 = 8xyz by computation, how would I do that? Would z be a symbol, or a function like in regular derivatives? Thank you.
For two variables you can use idiff.
In your case, the simplest way is to set x and y to be functions of z, like
x = Function('x')(z)
y = Function('y')(z)
Then normal diff(expr, z) will take the derivative correctly.
You commented you used idiff, here is the corresponding code for those who want to know:
from sympy import symbols, idiff, simplify
x, y, z = symbols('x y z')
ex = x**5 + y**2 + z**4 - 8*x*y*z
ex_d = simplify(idiff(ex,(x,y),z))
display(ex_d)
In idiff(ex,(x,y),z), (x,y) are the dependent variables, and z the variable the derivative is being taken with respect to.