MechanicalSoup
NLTK
MechanicalSoup | NLTK | |
---|---|---|
4 | 64 | |
4,555 | 13,035 | |
0.4% | 0.8% | |
5.9 | 8.1 | |
4 months ago | 14 days ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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MechanicalSoup
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How to scrape a website with Python (Beginner tutorial)
MechanicalSoup is a Python library for web scraping that combines the simplicity of Requests with the convenience of BeautifulSoup. It's particularly useful for interacting with web forms, like login pages. Here's a basic example to illustrate how you can use MechanicalSoup for web scraping:
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Alternatives to Selenium?
Try with Mechanicalsoup https://mechanicalsoup.readthedocs.io/en/stable/
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What is the best library for website scraping?
You should try MechanicalSoup it uses Beautifulsoup but provides a simpler API using its StatefulBrowser filling forms and doing some other stuff is easier than just directly using requests and Beautifulsoup.
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Python for everyone : Mastering Python The Right Way
MechanicalSoup
NLTK
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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?
Scrapy - Scrapy, a fast high-level web crawling & scraping framework for Python.
spaCy - đź’« Industrial-strength Natural Language Processing (NLP) in Python
RoboBrowser
TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
requests-html - Pythonic HTML Parsing for Humans™
bert - TensorFlow code and pre-trained models for BERT
pyspider - A Powerful Spider(Web Crawler) System in Python.
Stanza - Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
feedparser - Parse feeds in Python
polyglot - Multilingual text (NLP) processing toolkit
portia - Visual scraping for Scrapy
PyTorch-NLP - Basic Utilities for PyTorch Natural Language Processing (NLP)