initialized with normally distributed random vs initialized with normally distributed random numbers

Both phrases are correct, but they are used in different contexts. The first phrase is more concise and can be used when the context makes it clear that 'random' refers to numbers. The second phrase is more explicit and can be used when additional clarity is needed.

Last updated: March 20, 2024 • 417 views

initialized with normally distributed random

This phrase is correct and can be used when the context makes it clear that 'random' refers to numbers.

This phrase is suitable when the context already implies that 'random' refers to numbers, making the word 'numbers' unnecessary.

Examples:

The weights of the neural network are initialized with normally distributed random values.

Show examples from the web [+]

In the very first application of Algorithm 4.1, Vr is initialized with normally distributed random entries in each column, which then are orthonormalized. In later ...
Feb 23, 2005 ... The weights of the network are initialized with normally distributed random numbers in the range of 1 to C1. The learning-rate parameter ¡ and ...

Alternatives:

initialized with normally distributed random numbers
initialized with normally distributed random values

initialized with normally distributed random numbers

This phrase is correct and provides explicit clarity by specifying 'numbers' after 'random'.

This phrase is appropriate when additional clarity is needed or when the context may not make it clear that 'random' refers to numbers.

Examples:

The array is initialized with normally distributed random numbers.
The model parameters are initialized with normally distributed random numbers.

Show examples from the web [+]

Feb 23, 2005 ... The weights of the network are initialized with normally distributed random numbers in the range of 1 to C1. The learning-rate parameter ¡ and ...

Alternatives:

initialized with normally distributed random
initialized with normally distributed random values

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initialized with normally distributed random vs initialized with normally distributed random numbers