Can you recommend open source AI libraries for text analysis?

Sergei Petrov
22 replies

Replies

Certainly! Some top open-source AI libraries for text analysis include NLTK, spaCy, Gensim, Scikit-learn, and TensorFlow/PyTorch. Each offers unique capabilities, so choose based on your project needs. Happy analyzing!
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PRIYANKA MANDAL
NLTK, spaCy, Gensim, Scikit learn, TensorFlow.
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Apoorva Goel
Textblob, Genism,SpaCy, Polyglot, Scikit-learn,NLTK
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Niklas Mengele
@apoorva_goel3 do you have with some of these already a little experience?
Edena
PixelFree Studio
PixelFree Studio
Hugging Face's transformers library offers pretrained state-of-the-art language models like BERT, GPT and RoBERTa. So, pretty much as good as it gets. You can use it in TensorFlow and PyTorch DL frameworks, usually depending on what you are working with; both should be quite good for text analysis tasks.
Sergei Petrov
@edena did you try it with real tasks?
Sergei Petrov
@edena Great. Which one would you recommend trying first for comparative analysis of texts by meaning?
Edena
PixelFree Studio
PixelFree Studio
@sergeipetrov I've used BERT, DistilBERT and RoBERTa in Tensorflow for NLP tasks, and was quite happy with it. They're appropriate for your task as well. It's best to experiment with different models, and you can also try the GPT.
Dennis Harris
TextBlob is a simple library for processing textual data. It provides a consistent API for diving into common natural language processing tasks.
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Immersive Translate Bilingual Video
Absolutely, Sergei! For text analysis, you should definitely check out NLTK for natural language processing tasks, and SpaCy for more advanced text analytics and language understanding.
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Dentist
Certainly! Some popular open-source AI libraries for text analysis include NLTK (Natural Language Toolkit), spaCy, Gensim, and TextBlob. These libraries offer a wide range of functionalities such as tokenization, part-of-speech tagging, sentiment analysis, and more, making them valuable resources for text analysis tasks. Alverna used it.
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atul god
spaCy is an open-source library for advanced natural language processing in Python.
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Sergei Petrov
@atul_god thanks, did you try it?