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Artificial Intelligence (AI) Mastering Development

How to use text as an input for a neural network – regression problem? How many likes/claps an article will get

I am trying to predict the number of likes an article or a post will get using a NN. I have a dataframe with ~70,000 rows and 2 columns: "text" (predictor – strings of text) and "likes" (target – continuous int variable). I’ve been reading on the approaches that are taken in NLP problems, but […]

Categories
Artificial Intelligence (AI) Mastering Development

How to use text as an input for a neural network – regression problem? How many likes/claps an article will get

I am trying to predict the number of likes an article or a post will get using a NN. I have a dataframe with ~70,000 rows and 2 columns: "text" (predictor – strings of text) and "likes" (target – continuous int variable). I’ve been reading on the approaches that are taken in NLP problems, but […]

Categories
Development

Sphinx in windows doesn’t create docs for modules

I am trying to create documents for my project using sphinx. My project structure looks like this. Project_root |-docs |-_build |-_static |-_template |-rst |-conf.py |-Makefile |-make.bat |-index.rst |-modules |-__init__.py |-module1.py |-module2.py I got this dir setup by running sphinx-quickstart in my docs dir and modules dir contains my program models that need to create docs. […]

Categories
Development

Aspect extraction from product online reviews

I am trying to implement aspect extraction method from Mining and Summarizing Customer Reviews article.I trying to find all frequent features by Assocation rule mining(Apriori algorithm).First i applied preprocess function(POS-Tagging,Stop words,PorterStemmer) to sentences just like article.Then i extract noun/noun-phrases from every sentences to transaction file and save them in csv format like After that i […]