data-centric-ai
autoscraper
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| data-centric-ai | autoscraper | |
|---|---|---|
| 1 | 9 | |
| 1,068 | 5,937 | |
| 1.5% | - | |
| 0.0 | 0.0 | |
| 5 months ago | 12 months ago | |
| TeX | Python | |
| Apache License 2.0 | MIT License |
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.
data-centric-ai
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[P] Rubrix: Open-source Python framework for NLP data annotation, exploration, and monitoring
In line with initiatives like Data-centric AI (https://https-deeplearning-ai.github.io/data-centric-comp/, https://github.com/HazyResearch/data-centric-ai), we firmly believe that iterating on datasets (finding label errors, dataset slicing, QA, etc.) will become more and more important, and tools for making this easier and involving different roles are needed.
autoscraper
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What are the best tools for web scraping and analysis of natural language to populate a dataset?
See if something like autoscraper or mlscraper suits your needs.
- Experimental library for scraping websites using OpenAI's GPT API
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Could someone recommend me a library for c# like one of these two (they are for python) : mlscraper and autoscraper
GitHub - alirezamika/autoscraper: A Smart, Automatic, Fast and Lightweight Web Scraper for Python
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Best python modules for scraping HTML?
Not a library but a decent program to not reinvent the wheel I'm currently adding regular selector lookups back into it https://github.com/alirezamika/autoscraper
- A Smart, Automatic, Fast and Lightweight Web Scraper for Python
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Scrapping - How to deal with page changes Ai
It depends on the website, but autoscraper was used to calculate similar nodes given the text to search. Not sure how it works now but it's open source.
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ML/AI in web scraping
Should check out this for method 1.
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Turn Any Website Into An API with AutoScraper and FastAPI
In this article, we will learn how to create a simple e-commerce search API with multiple platform support: eBay and Amazon. AutoScraper and FastAPi provide the ability to create a powerful JSON API for the date. With Playwright's help, we'll extend our scraper and avoid blocking by using ScrapingAnt's web scraping API.
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Do I really need to customize a scaper for every input page URL?
Maybe you could try out this tool never used it myself https://github.com/alirezamika/autoscraper Or you would need to train a neural network which does the parsing for you but the accuracy won't be 100% with this method https://github.com/scrapy/scrapely To answer your question there is no way to write one program which scrapes different pages correctly because their structure is not the same and some of them probably will have protection which will block your scraper so that would need extra attention or additional code
What are some alternatives?
argilla - Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
blinkist-scraper - 📚 Python tool to download book summaries and audio from Blinkist.com, and generate some pretty output
pytorch-lightning - The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. [Moved to: https://github.com/PyTorchLightning/pytorch-lightning]
cloudflare-scrape - A Python module to bypass Cloudflare's anti-bot page.
prometheus-spec - Cryptoeconomically-safe trustless high-load computing on top of Bitcoin
Mobile-Phone-Dataset-GSMArena - Python script for creating Mobile Phones Dataset on GSMArena website.
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
scrapingant-client-python - ScrapingAnt API client for Python.
data-centric-AI - A curated, but incomplete, list of data-centric AI resources.
pycraigslist - Craigslist API wrapper
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
readability - A standalone version of the readability lib