Gensim
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Gensim
By RaRe Consulting
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4.4 out of 5 stars
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Gensim Reviews & Product Details - Page 2

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Gensim Overview

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What is Gensim?

Gensim is a Python library that analyze plain-text documents for semantic structure and retrieve semantically similar document.

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Product Description

Gensim is a Python library that analyze plain-text documents for semantic structure and retrieve semantically similar document.

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RaRe Consulting
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Recent Gensim Reviews

Naresh R.
NR
Naresh R.Small-Business (50 or fewer emp.)
5.0 out of 5
"Document Indexing and retrieval"
INdexing and retrival of indexed data in frequent manner
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Verified User
U
Verified UserMid-Market (51-1000 emp.)
4.0 out of 5
"Great library for NLP-related tasks"
A great library for NLP-related tasks from preprocessing to training. You can find almost everything there. I have worked on LDA using gensim, wor...
Read more
Verified User
U
Verified UserEnterprise (> 1000 emp.)
5.0 out of 5
"Integral part of my team’s activities"
I work in an NLP based team and we have all been frequently using Gensim to serve the needs of several projects. Word2vec, Doc2vec and LDA have bee...
Read more
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15 Gensim Reviews

4.4 out of 5
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4.4 out of 5
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Verified User in Computer Software
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What do you like best about Gensim?

A great library for NLP-related tasks from preprocessing to training. You can find almost everything there.

I have worked on LDA using gensim, word2vec, you can use n-grams, and so much more. Review collected by and hosted on G2.com.

What do you dislike about Gensim?

Previously didn't like the documentation but they have fixed that as well. Easier to read. Review collected by and hosted on G2.com.

What problems is Gensim solving and how is that benefiting you?

Topic Modelling. Similarity Search

Could find everything in one place. Even have their own algorithms for vectorization like Doc2Vec. Review collected by and hosted on G2.com.

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Verified User in Information Technology and Services
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What do you like best about Gensim?

It is a great library for the text classification Review collected by and hosted on G2.com.

What do you dislike about Gensim?

I didn't found any drawbacks. I used it 3 years ago Review collected by and hosted on G2.com.

Recommendations to others considering Gensim:

go through the documentation properly. It is not only used for text classification. Review collected by and hosted on G2.com.

What problems is Gensim solving and how is that benefiting you?

I used a Gensim library in classifying the entities from millions of documents and rank them to find the optimal result. Review collected by and hosted on G2.com.

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Verified User in Education Management
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What do you like best about Gensim?

Easy approach and the packages are really good amd efficient Review collected by and hosted on G2.com.

What do you dislike about Gensim?

Documentation should be more on how to install and errors answering questions Review collected by and hosted on G2.com.

What problems is Gensim solving and how is that benefiting you?

NLP Review collected by and hosted on G2.com.

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Verified User in Education Management
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What do you like best about Gensim?

Easy to use interface. Python makes it very easy to work with. Review collected by and hosted on G2.com.

What do you dislike about Gensim?

Would have liked to access more underlying code to understand their process. Review collected by and hosted on G2.com.

Recommendations to others considering Gensim:

Read documentation well and figure out what methods are most relevant to you. Gensim can do many types of text analysis and implement word embeddings. Knowing what exactly is needed for your task is the most important part. After that Gensim can help you implement it. Review collected by and hosted on G2.com.

What problems is Gensim solving and how is that benefiting you?

Making word2vec embeddings for a research project. Made word2vec very accessible. Was also very efficient and could handle large text corpora easily. Review collected by and hosted on G2.com.

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Luciano Gabriel G.
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Programmatic Buying Trader - Affiperf
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What do you like best about Gensim?

The best of Gensim is that it is an open-source toolkit implemented on Python so, in only a phrase "It's free" and it also uses NumPy, SciPy and optionally Cython for performance Review collected by and hosted on G2.com.

What do you dislike about Gensim?

Well it's hard to find something I don't like about but, I would say that it was made mostly for a discipline like Medicine and most of their functionality goes in that way. Review collected by and hosted on G2.com.

Recommendations to others considering Gensim:

When it becomes to Deep Learning and Machine Learning, Gensim can be an excelent option! Review collected by and hosted on G2.com.

What problems is Gensim solving and how is that benefiting you?

The first time I Hear about Gensim was when I was doing a research for a Deep Learning proyect, where i really need to uses NumPy and SciPy together, so this library gave me the chance to do it in an easy way. Review collected by and hosted on G2.com.

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