پایتون ( Machine Learning | Data Science )
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python-sortedcontainers - A library of Python collections that support automatic sorting: SortedList, SortedDict and SortedSet!

🌟 These data structures are implemented in pure Python but provide performance comparable to C libraries. The library stands out for its ease of use, no compilation required, and efficient operations such as insertion, deletion, and lookup that run faster than linear time.

🔐 License: Apache-2.0

🖥 Github


#python #library

🆔 @Python4all_pro
🖥 Githubkit

When you call the GitHub API, you manually process HTTP requests, tokens, and JSON responses, which is time-consuming and error-prone.


githubkit, a Python library, provides a clean, typed interface for interacting with the GitHub API


pip install githubkit
# or, use poetry
poetry add githubkit
# or, use pdm
pdm add githubkit
# or, use uv
uv add githubkit



Example:
from githubkit import Response
from githubkit.versions.latest.models import FullRepository

resp: Response[FullRepository] = github.rest.repos.get("owner", "repo")
repo: FullRepository = resp.parsed_data
print(repo.full_name)


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Documentation


🆔 @Python4all_pro
Ollama-OCR: A Python package and Streamlit app using Ollama's vision language models to extract text from images in various formats, with batch processing and local privacy

https://github.com/imanoop7/Ollama-OCR


#python

🆔 @Python4all_pro
Python Cheat-Sheet - A Quick Reference Guide for Programmers



#cheat_sheet #Python


🆔 @Python4all_pro
Animated Scatter Plot using Python



#code #Python

🆔 @Python4all_pro
🖥 Magic Wormhole
Magic Wormhole is a library and command line utility for securely transferring files, folders or text between computers!

🌟 The transfer process is organized using unique “wormhole codes” that are easy to pronounce and entered manually or through auto-completion. These codes are one-time use, which ensures a high level of security.

🔐 License: MIT


🖥 Github


#library #Python

🆔 @Python4all_pro