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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
initialize with
Grammar usage guide and real-world examplesUSAGE SUMMARY
"initialize with" is a correct and usable phrase in written English.
You can use it when you want to specify what you want to initiate something with. For example, "We need to initialize the program with a value of 10."
✓ Grammatically correct
Science
Academia
Alternative expressions(8)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
6 human-written examples
The model is easy to initialize with field data and we report favorable results from a validation exercise at Heineken Brewery.
Once a lazy node is approached, I compute the split plane and divide the primitives just as usual, and create two new lazy nodes which I initialize with all the data necessary to resume building the tree there at a later point.
Academia
Initialize with, and by random values.
Science
The baseline correction chosen was 'Linear' in combination with the 'User (Detectors)' Ct threshold method, using the option 'Initialize with Auto'.
Science
The GMM is optimized by using an expectation-maximization algorithm [ 42], which we initialize with the results of k-means clustering [ 37].
Science
In the recursive elastic net and the corrected recursive elastic net, we propose to initialize with the naive elastic net and the elastic net estimators, (4) and (5), that is, the unweighted solutions of (10) and (11), respectively.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
The algorithm is initialized with a value of and, choosing α and β from.
The developer can specify initial values; otherwise, the variable is initialized with ϕ.
The system was initialized with a wide range of initial concentrations of LacI and TetR.
Science
In the start function each vertex is initialized with the value of d and the initial probability p1.
Science
It does this by calling the generic function shared-initialize with the following arguments: the instance, a list of names of the newly added-slots to instance, and the initargs it received.
Expert writing Tips
Best practice
In technical writing, be precise about what is being initialized and what it is being initialized with. This prevents ambiguity and helps readers understand the initial state.
Common error
Avoid using "initialize with" without specifying the type or source of the initial data. For instance, instead of saying "the system was initialized", specify "the system was initialized with historical data from 2024".
Source & Trust
83%
Authority and reliability
4.4/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "initialize with" functions as a verb phrase that describes the act of setting up or preparing something by providing initial values or conditions. It is often used in technical contexts, as seen in examples provided by Ludwig.
Frequent in
Science
70%
Academia
30%
Formal & Business
0%
Less common in
News & Media
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "initialize with" is a grammatically correct and usable phrase, as affirmed by Ludwig. It's commonly found in scientific and academic writing to describe the act of setting up a system or process with specific starting conditions. While not extremely frequent, it's essential for technical clarity. When using "initialize with", specify clearly what is being initialized and the initial values to avoid ambiguity. Ludwig's examples show its prevalence in contexts such as algorithms, models, and simulations.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
begin with
Focuses on the act of starting, differing in emphasizing the initial action rather than the element used for initialization.
start with
Similar to 'begin with', it highlights the commencement using a particular starting point or component.
commence with
A more formal alternative to 'begin with' or 'start with', indicating the formal initiation of something using a specific element.
set up with
Emphasizes the preparation and arrangement aspect of initializing something with specific components.
equip with
Highlights providing something with the necessary resources or tools from the beginning.
seed with
Suggests introducing something small but influential at the start, typically used in data science or algorithm contexts.
populate with
Focuses on filling something with a certain type of content or element right from the start.
prime with
Indicates preparing something for a subsequent operation by starting it with a particular substance or condition.
load with
Highlights the action of filling or equipping something completely at the beginning.
imbue with
Emphasizes instilling or permeating something with a quality or element from the outset.
FAQs
How to use "initialize with" in a sentence?
You can use "initialize with" to describe setting a starting value or condition, as in "The algorithm was "initialized with" random values before training".
What can I say instead of "initialize with"?
Consider alternatives like "begin with", "start with", or "set up with" depending on the specific context.
Which is correct, "initialize with" or "initialise with"?
"Initialize with" and "initialise with" are both correct, but the former is more common in American English, while the latter is more common in British English. Use the spelling appropriate for your audience.
What does it mean to "initialize with" a specific value in programming?
In programming, to "initialize with" a value means to assign that value to a variable or object at the beginning of its lifecycle, ensuring it has a known state before being used.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.4/5
Expert rating
Real-world application tested