You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Project Overview
The GitHub Topic Extractor is a Python-based tool that scrapes repositories from GitHub and extracts relevant topics using Natural Language Processing (NLP). Leveraging BeautifulSoup for HTML parsing and NLP techniques such as tokenization and keyword extraction, this tool automates the identification of key topics or themes associated with GitHub repositories.
Features
Scrapes GitHub repositories: Extracts key information such as repository name, description, and associated topics.
Proxy support: Handles IP rotation and proxies to avoid getting blocked during scraping.
Summarization Model: Utilizes a summarization model (like BERT) to condense repository descriptions for further analysis.
NLP Integration: Processes the extracted content using NLP techniques, extracting relevant keywords and insights.
The text was updated successfully, but these errors were encountered:
Project Overview
The GitHub Topic Extractor is a Python-based tool that scrapes repositories from GitHub and extracts relevant topics using Natural Language Processing (NLP). Leveraging BeautifulSoup for HTML parsing and NLP techniques such as tokenization and keyword extraction, this tool automates the identification of key topics or themes associated with GitHub repositories.
Features
The text was updated successfully, but these errors were encountered: