![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education")
UH

Verified User in Higher Education

Mid-Market (51-1000 emp.)

12/17/2025

"Perfect Starter Library for Machine Learning Beginners"

4.5/5

What do you like best about scikit-learn?

I guess this is the library which every newbie who's learning machine learning starts with and so am I. This is a very clean library where you get the basic logical code of many algorithms like regression, classification and clustering etc.As the algorithm is pre written so i only focus on traning the datas and output.It have very clean and smooth API. Review collected by and hosted on G2.com.

What do you dislike about scikit-learn?

As told earlier it is for beginners and if you don't know python then it take you lots of time to understand each thing how it works.It doesn't support heavy models (if you try to make it then it starts to lag and doesn't give desire output).It also have limited customization for the algorithms also,like black boxes and fine grains control is not always easy. Review collected by and hosted on G2.com.

What problems is scikit-learn solving and how is that benefiting you?

It is very useful to train the model as stated earlier that it contains the many algorithm so i don't have to write the code from Scratch . In my college time it helps me to make 2-3 models with achieving accuracy of 80 percent something .So this made my interest in this field and i have switched to tensorflow for more learnig. Review collected by and hosted on G2.com.

Show More

Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise. G2 IconValidated ReviewerIncentivizedSource: G2 invite

See what 60 reviewers think of scikit-learn

4.8 out of 5 · Verified reviews from real users

[
Read all reviews
](https://www.g2.com/products/scikit-learn/reviews)