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Where does spacy, nltk, prodigy, sklearn fit in the AI project?

Where does tools like spacy, sklearn, prodigy, nltk fit in the below AI project architecture and what are some common alternatives to these:
variable's user avatar
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Combining Machine Learning classifier with NLTK Vader for Sentiment Analysis

As a part of my university project, I am researching/developing a sentiment analysis model wherein I am trying to combine NLTK Vader (SentimentIntensityAnalyzer) results with a Machine Learning ...
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