Used and loved by millions
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
comprehensive suite of algorithms
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "comprehensive suite of algorithms" is correct and usable in written English.
It can be used when describing a complete and diverse set of algorithms that address various problems or tasks in a particular field. Example: "Our software offers a comprehensive suite of algorithms designed to optimize data processing and enhance performance."
✓ Grammatically correct
Science
News & Media
Alternative expressions(1)
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
2 human-written examples
They still offer a comprehensive suite of algorithms for MapReduce and many have been optimized for Spark as well.
Science
CentiScaPe is a comprehensive suite of algorithms dedicated to network nodes centrality analysis, computing several centralities for undirected, directed and weighted networks.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
The ITK library was used as it provides a comprehensive suite of tested algorithms in an open source environment, which minimized implementation of new code and facilitated reproducibility.
It is the most comprehensive suite of web-based programmes for small businesses, including even services to keep track of a firm's employees and its customers.
News & Media
KPP also includes a comprehensive suite of stiff numerical integrators.
The spacecraft is equipped with a comprehensive suite of instruments.
Science
BEST: Comprehensive suite of calculators, including IRA evaluators and budgeting calculators.
News & Media
JPEG2000 is the most recent and comprehensive suite of standards for scalable coding of visual data [2, 3].
10 33: next tool: Instruments; This is the comprehensive suite of performance analysis tools.
News & Media
This a comprehensive suite of services, including sales mentorship and help with implementing Salesforce solutions.
News & Media
A comprehensive suite of geotechnical laboratory tests was undertaken on samples of recycled crushed glass produced in Victoria, Australia.
Science
Expert writing Tips
Best practice
When describing software or systems, use "comprehensive suite of algorithms" to convey that the offering includes a wide and complete set of computational tools.
Common error
Avoid using "comprehensive suite of algorithms" if the set of algorithms is not genuinely broad or complete; instead, use more specific language that accurately reflects the scope of the algorithms included.
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "comprehensive suite of algorithms" functions as a noun phrase used to describe a collection of algorithms. It acts as a subject or object in a sentence, denoting a specific set of computational methods. Ludwig AI indicates the phrase is correct and usable in written English.
Frequent in
Science
60%
News & Media
30%
Formal & Business
10%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "comprehensive suite of algorithms" is a noun phrase used to describe a complete and diverse set of algorithms, commonly found in scientific and technical contexts. As Ludwig AI confirms, it is grammatically correct and appropriate for formal usage. While relatively rare, its use effectively communicates the breadth and completeness of a collection of algorithms, assuring a wide range of solutions. When using this phrase, ensure that the collection of algorithms is genuinely comprehensive to avoid overstatement.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
complete set of algorithms
Replaces "comprehensive suite" with "complete set", emphasizing the completeness of the collection.
full range of algorithms
Substitutes "comprehensive suite" with "full range", focusing on the breadth and variety of algorithms.
extensive collection of algorithms
Uses "extensive collection" in place of "comprehensive suite", highlighting the large number of algorithms.
wide array of algorithms
Replaces "comprehensive suite" with "wide array", emphasizing the diverse nature of the algorithms.
thorough assortment of algorithms
Substitutes "comprehensive suite" with "thorough assortment", suggesting a carefully selected and complete group of algorithms.
detailed compilation of algorithms
Focuses on the meticulous gathering of algorithms, replacing the original phrase.
inclusive selection of algorithms
Emphasizes the all-encompassing nature of the algorithms included.
exhaustive list of algorithms
Highlights the completeness and thoroughness of the list.
broad spectrum of algorithms
Similar to "full range", indicating a wide variety of algorithmic approaches.
integrated system of algorithms
Highlights the cohesive and interconnected nature of the algorithms.
FAQs
How can I use "comprehensive suite of algorithms" in a sentence?
You can use it to describe software, tools, or systems that offer a wide range of algorithmic solutions. For example, "The software provides a "comprehensive suite of algorithms" for image processing".
What can I say instead of "comprehensive suite of algorithms"?
You can use alternatives like "complete set of algorithms", "full range of algorithms", or "extensive collection of algorithms" depending on the context.
Is "comprehensive suite of algorithms" formal or informal?
It is generally considered formal and suitable for technical, scientific, and professional contexts. More informal alternatives might exist, but this phrase is generally well-accepted.
What does "comprehensive suite of algorithms" mean?
It refers to a complete and varied collection of algorithms designed to address different aspects of a particular problem or task, offering a range of computational solutions.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested