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4.5 out of 5
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scikit-learn
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scikit-learn
59 scikit-learn Reviews
4.8 out of 5
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GI
Verified User in Information Technology and Services
Enterprise(> 1000 emp.)
What do you like best about scikit-learn?
It has all the tools to structure the machine learning problem efficiently and effectively. It has all kind of algorithms - supervised: linear regression, logistic regression, decision trees, random forest, gbm etc , unsupervised: kmeans, dbscans, spectral clustering, optics etc, and dimensionality reduction algorithms . An exhaustive list of clustering algorithms is implemented. It is possible to automate end-to-end model building workflow such as model building, comparison, selection using cross-validation or other approaches, storing the object for scoring or returning the prediction on unseen datasets.
Documentations is very well written - it not only explains the function definition but gives a good background of underlying mathematics used in algorithms. Review collected by and hosted on G2.com.
What do you dislike about scikit-learn?
Their deep learning framework is not as exhaustive as the other open source available software specific for it, but we are not missing out on these features as other open source projects are good alternate options. So one might have to experiment outside scikit if they want to explore more advanced neural network algorithms Review collected by and hosted on G2.com.
GH
Verified User in Higher Education
Enterprise(> 1000 emp.)
What do you like best about scikit-learn?
Comprehensive collections of ML algorithms and lots of examples and tutorials Review collected by and hosted on G2.com.
What do you dislike about scikit-learn?
Documentation for some functions is rather limited. Not every implemented algorithm is present. Review collected by and hosted on G2.com.
RG
Rishab G.
CEO
Computer Software
Small-Business(50 or fewer emp.)
What do you like best about scikit-learn?
Documentation has great explanation and is very easy to implement. Review collected by and hosted on G2.com.
What do you dislike about scikit-learn?
Very handy for a learner and a professional too. Used it in both the phases without any problems. No dislikes yet! Review collected by and hosted on G2.com.
GH
Verified User in Higher Education
Enterprise(> 1000 emp.)
What do you like best about scikit-learn?
Scikit learn is a great package for machine learning in python. It contains most popular ML algorithms and provides extensive documentation with examples so even those with minimal programming background can implement the algorithms Review collected by and hosted on G2.com.
What do you dislike about scikit-learn?
Sometimes can be tricky to install with the proper dependencies and updates sometimes render old scripts useless Review collected by and hosted on G2.com.
SM
Snehal M.
Academic Associate
Mid-Market(51-1000 emp.)
What do you like best about scikit-learn?
I primarily used it for data processing and very helpful for understanding Artificial Intelligence Review collected by and hosted on G2.com.
What do you dislike about scikit-learn?
for beginners it is quite annoying and dissatisfying, until they understand the concepts. Review collected by and hosted on G2.com.
GR
Verified User in Research
Enterprise(> 1000 emp.)
GF
Verified User in Financial Services
Mid-Market(51-1000 emp.)
GH
Verified User in Hospital & Health Care
Small-Business(50 or fewer emp.)
What do you like best about scikit-learn?
It is well documented and has an experienced community behind it. It also has nearly all the functionality that I would ever need. Review collected by and hosted on G2.com.
What do you dislike about scikit-learn?
It took a little time to get into the python language and build, but this is true with most languages. Review collected by and hosted on G2.com.
GH
Verified User in Higher Education
Enterprise(> 1000 emp.)
What do you like best about scikit-learn?
User friendly, applies to many modeling algorithms, great documentation, easy to learn Review collected by and hosted on G2.com.
What do you dislike about scikit-learn?
Too Basic visualizations, lack of live interactive dashboard Review collected by and hosted on G2.com.
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