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theano_pymc_symbolic_scalar_addition_quickstart.py
pythonA basic example demonstrating how to define symbolic variables, create a mat
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theano_pymc_symbolic_scalar_addition_quickstart.py
1import theano
2import theano.tensor as T
3
4# Declare two symbolic floating-point scalars
5x = T.dscalar('x')
6y = T.dscalar('y')
7
8# Create a simple expression: z is the sum of x and y
9z = x + y
10
11# Compile the expression into a function that takes x and y as input
12# and computes z
13f = theano.function([x, y], z)
14
15# Call the function with numeric inputs
16result = f(1.5, 2.5)
17
18print(f"The result of 1.5 + 2.5 is: {result}")