Nikitinsky Nikita
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  • Moscow
  • Russian Federation
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Profile Information

Short Bio:
Working in different companies I gained experience in data mining, machine learning and NLP. Currently looking for more experience in Data Science.
Have successfully completed DSA
Job Title:
Job Function:
Data Scientist
Number of employees:
1 to 49
Business services
Networking, Other
Topics of Interest
Data Science, Machine Learning, Deep Learning, Neural Networks

Nikitinsky Nikita's Blog

Conditional Random Fields (CRF): Short Survey

Posted on August 22, 2016 at 5:00am 0 Comments

Currently, many of us are overwhelmed with mighty power of Deep Learning. We start to forget about humble graphical models. CRF is not so trendy as LSTM, but it is robust, reliable and worth noting.

In this post, you will find a short summary about CRF (aka Conditional Random Fields) – what is this thing, what is it for and some interesting facts. Enjoy!…


A tale about LDA2vec: when LDA meets word2vec

Posted on February 1, 2016 at 12:00pm 1 Comment


A few days ago I found out that there had appeared lda2vec (by Chris Moody) – a hybrid algorithm combining best ideas from well-known LDA (Latent Dirichlet Allocation) topic modeling algorithm and from a bit less well-known tool for language modeling named word2vec.

And now I’m going to tell you a tale about lda2vec and my attempts to try it and compare with simple LDA…


Google + open-source = TensorFlow

Posted on November 22, 2015 at 5:54am 0 Comments


Recently, when I was attending AINL-ISMW FRUCT 2015 conference, I found out that Google open-sourced TensorFlow. That is cool, but may provoke some questions. Here, I try to answer some of them.

What is TensorFlow?

It is definitely…


My Data Science Apprenticeship Project

Posted on October 26, 2014 at 10:30am 1 Comment


Any author would like to know if his/her article will be successful or not. Here is an attempt to deal with this task.

Data and tools

  1. We obtained 5000 most significant articles (Analytic Bridge and Data Science Central) from here (…

Comment Wall (7 comments)

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At 10:26am on April 17, 2015, krishnaveni said…


At 4:29am on November 4, 2014, Marta Cano said…


At 4:11am on November 4, 2014, Ziauddin Syed said…

Congratulation :)

At 2:32am on November 4, 2014, Mandy Parmenter said…

Congratulations on finishing :-)

At 9:58pm on November 2, 2014, krishnaveni said…
Congratulations for completion of DSC project
At 8:56am on November 2, 2014, umamahesh said…
Congrats being a first successful DSA
At 11:59am on October 31, 2014, Chris Hammond said…

Congrats on finishing the DSA project!


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