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Vowpal Wabbit Reviews & Product Details

Mohammad S.
MS
Senior Software Engineer
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vowpal Wabbit?

It Provides Easy APIs with Python and its documentations is very good. Also, it's easy to handle by users. Vowpal Wabbit provides a fast, flexible, online, and active learning solution that empowers you to solve complex interactive machine learning problems. Review collected by and hosted on G2.com.

What do you dislike about Vowpal Wabbit?

It's written in C++ (fast), which is not that easy to code, but one doesn't need to code in that language. It also has a Python wrapper to be used. Review collected by and hosted on G2.com.

Recommendations to others considering Vowpal Wabbit:

Vowpal Wabbit is an open-source, fast online interactive machine learning system library. If you are working with large datasets please give a try to Vowpal wabbit. You will surely love it. Review collected by and hosted on G2.com.

What problems is Vowpal Wabbit solving and how is that benefiting you?

Vowpal Wabbit is an open-source, fast online interactive machine learning system library. It provides excellent service online for learning large datasets Review collected by and hosted on G2.com.

Vowpal Wabbit Overview

What is Vowpal Wabbit?

Vowpal Wabbit is a machine learning system that pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

Vowpal Wabbit Details
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Product Description

Vowpal Wabbit is a machine learning system that pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.


Seller Details
HQ Location
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1 employees on LinkedIn®

Recent Vowpal Wabbit Reviews

Buddhika H.
BH
Buddhika H.Small-Business (50 or fewer emp.)
3.5 out of 5
"Solving Real-World Machine Learning Problems at Scale"
One of the main advantages of VW is its ability to learn from large, sparse data sets quickly.
Anand K.
AK
Anand K.Small-Business (50 or fewer emp.)
5.0 out of 5
"Machine Learning - a new gateway for fun learning"
Complex scenarios are explained in a well organized maked which helps us in a very easy learning experience.
Prateek C.
PC
Prateek C.Mid-Market (51-1000 emp.)
4.5 out of 5
"All in all, a good app"
Its a fast, efficient and versatile app. Helps in solving complex machine learning problems.
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Video Reviews

12 out of 13 Total Reviews for Vowpal Wabbit

4.3 out of 5
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G2 reviews are authentic and verified.
Buddhika H.
BH
Software Engineer
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: Organic Review from User Profile
Incentivized Review
What do you like best about Vowpal Wabbit?

One of the main advantages of VW is its ability to learn from large, sparse data sets quickly. Review collected by and hosted on G2.com.

What do you dislike about Vowpal Wabbit?

It has a large number of options and can be difficult to set up and use for those who are new to the tool. Review collected by and hosted on G2.com.

What problems is Vowpal Wabbit solving and how is that benefiting you?

VW supports various loss functions and learning rates, making it highly flexible and capable of solving a wide range of machine-learning tasks. Review collected by and hosted on G2.com.

Anand K.
AK
Sys Admin
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vowpal Wabbit?

It's one of the best Open Souce ML capabilities have helped my team build the app. It's active learning is way beyond Review collected by and hosted on G2.com.

What do you dislike about Vowpal Wabbit?

Initial days there were a few glitches, however, it was sorted as the days we got more mature using it. May be a few sample would be of great help Review collected by and hosted on G2.com.

What problems is Vowpal Wabbit solving and how is that benefiting you?

Letting my developers aware of basic ML tools & use cases, which in turn helps in training self to resolve complex issues on their own and find solutions for various scenarios Review collected by and hosted on G2.com.

Anand K.
AK
Software Development Engineer
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
(Original )Information
What do you like best about Vowpal Wabbit?

Complex scenarios are explained in a well organized maked which helps us in a very easy learning experience. Review collected by and hosted on G2.com.

What do you dislike about Vowpal Wabbit?

May be with lots of examples could have helped more Review collected by and hosted on G2.com.

What problems is Vowpal Wabbit solving and how is that benefiting you?

Making the developers to know the basic of machine learning tools and it various use cases which helps in self learning Review collected by and hosted on G2.com.

Shivom V.
SV
Business Analyst
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vowpal Wabbit?

Complex scenarios and concepts are explained in an intuitive manner which makes for a very easy learning experience. The lessons are fun and interactive & help in understanding the machine learning concepts beautifully. Review collected by and hosted on G2.com.

What do you dislike about Vowpal Wabbit?

Lack of ample examples to help understand a topic better & a missing link of connecting the concepts with real world problems can be a tricky learning experience for some. Review collected by and hosted on G2.com.

What problems is Vowpal Wabbit solving and how is that benefiting you?

Making the workforce aware of basic machine learning tools & use cases, which in turn helps in training them to resolve business problems on their own & find intuitive solutions to complex scenarios Review collected by and hosted on G2.com.

Prateek C.
PC
Campaign Manager
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vowpal Wabbit?

Its a fast, efficient and versatile app. Helps in solving complex machine learning problems. Review collected by and hosted on G2.com.

What do you dislike about Vowpal Wabbit?

No samples to help, few issues in the app in the beginning, lacks in providing detailed learning. Few samples and real life examples should be present. Review collected by and hosted on G2.com.

What problems is Vowpal Wabbit solving and how is that benefiting you?

Helps in understanding use cases and basic machine learning, active learning, use cases helps in solving complex problems, easy to use once ubderstandable Review collected by and hosted on G2.com.

Verified User in Apparel & Fashion
UA
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
(Original )Information
What do you like best about Vowpal Wabbit?

Vowpal Wabbit is a machine learning tool based on machine learning technology that empowers the user with relevant complex data useful to implement and optimize digital campaigns and strategies. Review collected by and hosted on G2.com.

What do you dislike about Vowpal Wabbit?

At the first usage, it may seems hard to understand how to efficiently use the platform, but after some time dedicated to training and testing, you'll be easily able to adopt the software easily. Review collected by and hosted on G2.com.

What problems is Vowpal Wabbit solving and how is that benefiting you?

Thanks to Vowpal Wabbit we could better understand relevant data for our company and conver them into efficient stratgies related to our prospects and customers, resulting in better business performances, Review collected by and hosted on G2.com.

Harsh F.
HF
Data Scientist
Computer Software
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
Mathurin A.
MA
Vice President of Machine Learning Expert & Innovation
Enterprise(> 1000 emp.)
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Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about Vowpal Wabbit?

Online learning and Scalability of terabyte features is the Review collected by and hosted on G2.com.

What do you dislike about Vowpal Wabbit?

The level of performance is perfectible. Review collected by and hosted on G2.com.

Recommendations to others considering Vowpal Wabbit:

Many gradient descent option available.

Scalabity of mini batch approach Review collected by and hosted on G2.com.

What problems is Vowpal Wabbit solving and how is that benefiting you?

Online learning algorithm could help when you need to have a very fast model, when you need to continue training your model with ne data. Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vowpal Wabbit?

The easy API with Python is very developer-friendly, along with good documentation page. Review collected by and hosted on G2.com.

What do you dislike about Vowpal Wabbit?

No options, or I couldn't find, to train models on larger scale datasets in a distributed (cloud) manner. Review collected by and hosted on G2.com.

What problems is Vowpal Wabbit solving and how is that benefiting you?

I used VW to train contextual bandits for my dataset for predicting CTRs.

It gave good baseline metrics for the experimental dataset we had but couldn't use it in production. Review collected by and hosted on G2.com.

Verified User in Consumer Electronics
UC
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vowpal Wabbit?

-Very good documentation standards

-Consistently fast

-Easy to use Review collected by and hosted on G2.com.

What do you dislike about Vowpal Wabbit?

-More breadth, in terms of ML models it offers, would be nice Review collected by and hosted on G2.com.

What problems is Vowpal Wabbit solving and how is that benefiting you?

Information retrieval Review collected by and hosted on G2.com.