TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more. (by sloria)
NLTK
NLTK Source (by nltk)
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| TextBlob | NLTK | |
|---|---|---|
| 4 | 64 | |
| 8,937 | 13,015 | |
| - | 1.4% | |
| 6.1 | 8.1 | |
| 2 days ago | 5 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
TextBlob
Posts with mentions or reviews of TextBlob.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-10.
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Using EvaDB to build AI-enhanced apps
TextBlob is a Python toolkit for text processing. It offers some common NLP functionalities such as part-of-speech tagging and noun phrase extraction. We’ll use TextBlob in our project to perform some quick sentiment analysis on tweets.
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Which NLP Library should I use?
I think they reference the "other TextBlob" on there website and say that they use it. In case it is this what you mean: https://github.com/sloria/TextBlob
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Any way for Python to interpret words?
Check out TextBlob — Spelling correction, splitting text into words and sentences, sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more
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Sentiment Analysis of r/nfl live-streamed comments
The TextBlob: Simplified Text Processing library to perform Sentiment Analysis
NLTK
Posts with mentions or reviews of NLTK.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-13.
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Building a local AI smart Home Assistant
alternatively, could we not simply split by common characters such as newlines and periods, to split it within sentences? it would be fragile with special handling required for numbers with decimal points and probably various other edge cases, though.
there are also Python libraries meant for natural language parsing[0] that could do that task for us. I even see examples on stack overflow[1] that simply split text into sentences.
[0]: https://www.nltk.org/
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Sorry if this is a dumb question but is the main idea behind LLMs to output text based on user input?
Check out https://www.nltk.org/ and work through it, it'll give you a foundational understanding of how all this works, but very basically it's just a fancy auto-complete.
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Best Portfolio Projects for Data Science
NLTK Documentation
- Where to start learning NLP ?
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Is there a programmatic way to check if two strings are paraphrased?
If this is True, then you need also Natural Language Toolkit to process the words.
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[CROSS-POST] What programming language should I learn for corpus linguistics?
In that case, you should definitely have a look at Python's nltk library which stands for Natural Language Toolkit. They have a rich corpus collection for all kinds of specialized things like grammars, taggers, chunkers, etc.
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Transition to ml, starting with LLM
If not, start with Python's Natural Language Toolkit.
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Learning resources for NLP
Try https://www.nltk.org it runs you through the basics. The book is here
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Which programming language should I learn for NLP and computational linguistics?
In terms of programming languages, Python is a great first programming language. the learnpython subreddit has lots of good recommendations for resources to get started. Once you're comfortable with the language, NLTK would be a good place to start, and the docs have heaps of examples. Check it out https://www.nltk.org/
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Python for stock analysis?
The most popular library to do this is NLTK though I believe you can use some of the popular AI API services today as well. Bloomberg launched one.
What are some alternatives?
When comparing TextBlob and NLTK you can also consider the following projects:
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
Pattern - Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
bert - TensorFlow code and pre-trained models for BERT
polyglot - Multilingual text (NLP) processing toolkit
Stanza - Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
Jieba - 结巴中文分词
textacy - NLP, before and after spaCy
PyTorch-NLP - Basic Utilities for PyTorch Natural Language Processing (NLP)
langid.py - Stand-alone language identification system