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python-recsys Reviews & Product Details

Verified User in Program Development
GP
Small-Business(50 or fewer emp.)
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What do you like best about python-recsys?

Makes it easier with handling of datasets and is quite easy to implement. There is a learning curve but you can get over that quite easily. Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

It is a new origins library and the searching algorithim doesn't always work for what you'll need. It still seems a bit new and undeveloped but time will tell. Review collected by and hosted on G2.com.

Recommendations to others considering python-recsys:

It is good for an e commerce item and we can see a good use of it in the future. Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

It is useful for analyzing CC data. I think that you can implement and use it for a host of different tasks as well. Review collected by and hosted on G2.com.

python-recsys Overview

What is python-recsys?

python-recsys is a python library for implementing a recommender system.

python-recsys Details
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Product Description

python-recsys is a python library for implementing a recommender system.


Seller Details
Year Founded
2003
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Twitter
@ThePSF
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Recent python-recsys Reviews

Luis M.
LM
Luis M.Enterprise (> 1000 emp.)
4.5 out of 5
"An easier way to work with data"
I like the capacity of the tool to work with a large quantity of data
Caroline M.
CM
Caroline M.Small-Business (50 or fewer emp.)
4.5 out of 5
"Very helpful and easy to use"
It's an open-source rep that allow the user to install easily. the coding experience is very helpful and easy
Verified User
G
Verified UserSmall-Business (50 or fewer emp.)
5.0 out of 5
"most eligible open source"
Since it is an open-source tool, we can improve as like anyone can. also we can use this to learn machine language and able construct and analyses...
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13 out of 14 Total Reviews for python-recsys

4.5 out of 5
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Overall Review Sentiment for python-recsysQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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Luis M.
LM
data analyst
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about python-recsys?

I like the capacity of the tool to work with a large quantity of data Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

I'm not too fond of the interface. It is not very attractive to work with Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

With python I'm able to work faster in my diary activities Review collected by and hosted on G2.com.

Caroline M.
CM
Software QA Tester
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about python-recsys?

It's an open-source rep that allow the user to install easily. the coding experience is very helpful and easy Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

Nothing to say about dislike. The rep is very helpful for anyone Review collected by and hosted on G2.com.

Recommendations to others considering python-recsys:

Start to use right now, its everything more easier Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

I'm learning to automate tests, because I work with manual tests. Review collected by and hosted on G2.com.

Verified User in Computer Software
GC
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about python-recsys?

Python-recsys is a powerful python library that consist in a implementation of a recommeder system.

You can recommend an item providing a user-based o item-based mechanism.

Some matrix decomposition algorithms are implemented, such as singular value decomposition, and you can evaluate results through standard performance measures, in order to find best tuning params for your specific domain.

Algorithms are supported with a great documentation and a lot of datasets to experiment. Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

Python-recsys doesn't work with python 3, so if you have legacy projects in python 2, you cannot integrate it.

Some well known algorithms are not implemented and is not possibile to add variants to implemented ones

The lib users community is not very large, so don't expect to have a lot of interactions if you have some problems in using the library. Review collected by and hosted on G2.com.

Recommendations to others considering python-recsys:

Keep attention to python version.

For using this lib you have to study some technicalities in recommender systems and intelligent systems. Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

I've implemented a sophisticated recommender system to recommend e-commerce item in a cotext-aware environment.

It was very simply, with some knowledge of theory paradigm in recommeder systems and personalized intelligent systems. Review collected by and hosted on G2.com.

Verified User in Design
GD
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about python-recsys?

Python-recsys is open source platform and current trend is open source technology. and its provide to best Library in different different functionality based. Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

Python Bug Tracker services are not god in my side. its my own experience. sorry for not all side dislike in Bug Tracker . but my side some issues .. Review collected by and hosted on G2.com.

Recommendations to others considering python-recsys:

python-recsys its very help fool language providers. i fully support Recommendations.+++ Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

Python is a mature language for programming. so i need to many client want best programing and secure langues that time i use Recsys services and i get best benefits. an my la client are happy Review collected by and hosted on G2.com.

Jay B.
JB
Engineering Intern
Computer Software
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about python-recsys?

The Python-recsys library is great once you get past the bland documentation. It makes great usage of Numpy and Scipy to offer an incredibly accurate recommender system. Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

It is 2019 and there is still no support for python 3, unfortunately. This was ultimately the reason why we did not implement it into our environment after testing. Review collected by and hosted on G2.com.

Recommendations to others considering python-recsys:

This is your go-to if you do not require Python 3 support. Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

This library can be used to create a recommender system that makes sound predictions based on user behavior. Review collected by and hosted on G2.com.

Verified User in Facilities Services
GF
Mid-Market(51-1000 emp.)
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Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about python-recsys?

In the models ive used, the hybrid model is great for having accurate predictive output and recommendations. Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

There can be some issues that arise when dealing with very big data. Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

Recsys uses a SVD model which is beneficial for sparse matrix, you can use hybrid filtering and there is a lot of support for this library. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
GI
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about python-recsys?

We used Python for our automation deployment tool & its so nice fast in processing while comparing to other things. Compatibility wise, scalability & performance. Coding, execution-wise it's so simple & easy to do. Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

Nothing to say anything wrong about this. its quite easy to use any kind of tools & compatible with all. Review collected by and hosted on G2.com.

Recommendations to others considering python-recsys:

It's good to use for any kind of integration tool to use in the runtime environment. Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

for our automation tools which we are using for an intergration purpose, it's so simple to execute with the help of Python. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
GI
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about python-recsys?

The library does really well what its supposed to do with recommendation system, specifically in our implementation of retail sites Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

There are workarounds to some things but there are some core features missing like missing frequently viewed recommendations, etc. Review collected by and hosted on G2.com.

Recommendations to others considering python-recsys:

It is useful for certain applications and have to put some workaround for others. Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

Recommendation system for a internal retail project for a client Review collected by and hosted on G2.com.

SS
COO
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about python-recsys?

Its a great technical software. Not easy to use without experience. Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

Highly technical, great for the people with experience. Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

used heavily on evaluations. Review collected by and hosted on G2.com.

Verified User in Transportation/Trucking/Railroad
GT
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about python-recsys?

If you are comfortable with Python, using this for recommendation engines will be easy. Accommodates a variety of algorithm types including classification recommendations, popularity based and recall. Review collected by and hosted on G2.com.

What do you dislike about python-recsys?

Tedious to install updated systems . Some libraries don't work on certain systems Review collected by and hosted on G2.com.

What problems is python-recsys solving and how is that benefiting you?

Web page/service implementation and advanced market data analytics/research Review collected by and hosted on G2.com.