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Compare MLlib and scikit-learn

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At a Glance
MLlib
MLlib
Star Rating
(14)4.1 out of 5
Market Segments
Mid-Market (50.0% of reviews)
Information
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about MLlib
scikit-learn
scikit-learn
Star Rating
(60)4.8 out of 5
Market Segments
Enterprise (40.0% of reviews)
Information
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about scikit-learn

MLlib vs scikit-learn

When assessing the two solutions, reviewers found scikit-learn easier to use, set up, and administer. Reviewers also preferred doing business with scikit-learn overall.

  • Reviewers felt that scikit-learn meets the needs of their business better than MLlib.
  • When comparing quality of ongoing product support, reviewers felt that scikit-learn is the preferred option.
  • For feature updates and roadmaps, our reviewers preferred the direction of scikit-learn over MLlib.
Pricing
Entry-Level Pricing
MLlib
No pricing available
scikit-learn
No pricing available
Free Trial
MLlib
No trial information available
scikit-learn
No trial information available
Ratings
Meets Requirements
8.5
14
9.6
53
Ease of Use
8.8
14
9.6
53
Ease of Setup
8.7
9
9.6
41
Ease of Admin
7.9
7
9.4
39
Quality of Support
7.3
10
9.4
49
Has the product been a good partner in doing business?
7.6
7
9.2
35
Product Direction (% positive)
7.5
14
9.3
53
Features by Category
Not enough data
Not enough data
Integration - Machine Learning
Not enough data
Not enough data
Learning - Machine Learning
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
MLlib
MLlib
scikit-learn
scikit-learn
MLlib and scikit-learn are categorized as Machine Learning
Unique Categories
MLlib
MLlib has no unique categories
scikit-learn
scikit-learn has no unique categories
Reviews
Reviewers' Company Size
MLlib
MLlib
Small-Business(50 or fewer emp.)
21.4%
Mid-Market(51-1000 emp.)
50.0%
Enterprise(> 1000 emp.)
28.6%
scikit-learn
scikit-learn
Small-Business(50 or fewer emp.)
28.3%
Mid-Market(51-1000 emp.)
31.7%
Enterprise(> 1000 emp.)
40.0%
Reviewers' Industry
MLlib
MLlib
Financial Services
21.4%
Computer Software
21.4%
Telecommunications
14.3%
Information Technology and Services
14.3%
Wireless
7.1%
Other
21.4%
scikit-learn
scikit-learn
Computer Software
35.0%
Information Technology and Services
16.7%
Higher Education
11.7%
Computer & Network Security
6.7%
Hospital & Health Care
5.0%
Other
25.0%
Alternatives
MLlib
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scikit-learn
scikit-learn Alternatives
Weka
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Discussions
MLlib
MLlib Discussions
Monty the Mongoose crying
MLlib has no discussions with answers
scikit-learn
scikit-learn Discussions
What is scikit-learn used for?
2 Comments
Madhusmita S.
MS
Scikit-learn is a powerful library, well-integrated with other Python libraries such as pandas, NumPy, Matplotlib, and Seaborn. It supports creating machine...Read more
What is Python Scikit learn?
1 Comment
rehan a.
RA
It is a library used to implement machine-learning models. Provides vast range of methods to perform data preprocessing, feature selection, and popularly...Read more
Monty the Mongoose crying
scikit-learn has no more discussions with answers