پایتون | Data Science | Machine Learning

Python Program to Check Whether a Given Number is Even or Odd using Recursion


🆔 @Python4all_pro

یک فانکشن کاربردی برای پاک‌سازی کامل RAM سیستم و GPU VRAM از آبجکت‌هایی که در ادامه‌ی کد بهشون نیازی ندارین و مشاهده‌ی فضای اشغال‌شده‌ی GPU.

import gc
import time


def clear_memory():
    # Delete variables if they exist in the current global scope
    if "inputs" in globals():
        del globals()["inputs"]
    if "model" in globals():
        del globals()["model"]
    if "processor" in globals():
        del globals()["processor"]
    if "trainer" in globals():
        del globals()["trainer"]
    if "peft_model" in globals():
        del globals()["peft_model"]
    if "bnb_config" in globals():
        del globals()["bnb_config"]
    time.sleep(2)

    # Garbage collection and clearing CUDA memory
    gc.collect()
    time.sleep(2)
    torch.cuda.empty_cache()
    torch.cuda.synchronize()
    time.sleep(2)
    gc.collect()
    time.sleep(2)

    print(f"GPU allocated memory: {torch.cuda.memory_allocated() / 1024**3:.2f} GB")
    print(f"GPU reserved memory: {torch.cuda.memory_reserved() / 1024**3:.2f} GB")


clear_memory()

🆔 @Python4all_pro

Jupyter Notebooks to visualize various topics in Linear Algebra

https://github.com/fastai/numerical-linear-algebra?tab=readme-ov-file



🆔 @Python4all_pro

Candlestick Chart Plot using #Python


🆔 @Python4all_pro

Checking Stocks Price Using #Python


🆔 @Python4all_pro

A python tool that uses GPT-4, FFmpeg, and OpenCV to automatically analyze videos, extract the most interesting sections, and crop them for an improved viewing experience.

Helps you generate YouTube Shorts from long videos by leveraging Whisper for transcription and GPT-4 for highlight extraction and vertical cropping.

What it offers:

→ Downloads videos directly from YouTube URLs.

→ Transcribes video content using Whisper for accurate text representation.

→ Extracts engaging highlights from transcriptions using GPT-4, identifying key moments.

→ Detects speakers within the video content.

→ Crops video highlights vertically, optimizing them for YouTube Shorts format.

https://github. com/SamurAIGPT/AI-Youtube-Shorts-Generator



🆔 @Python4all_pro

Automatically Generate Image CAPTCHAs with Python for Enhanced Security



#Python #DataScience
#MachineLearning #AI


🆔 @Python4all_pro

برای آشنایی با الگوریتم های ساده و پیچیده پایتون این ریپو را ببینید هر الگوریتمی بخواهید اینجا هست

https://github.com/TheAlgorithms/Python


#Python #DataScience
#MachineLearning #AI


🆔 @Python4all_pro

Download a File


#Python #DataScience
#MachineLearning #AI


🆔 @Python4all_pro

Auto copy paste using Python

#Python #DataScience
#MachineLearning #AI


🆔 @Python4all_pro

3D contour plot using #Python


🆔 @Python4all_pro

25 Github Repositories Every #Python Developer Should Know

https://www.clcoding.com/2025/02/25-github-repositories-every-python.html


🆔 @Python4all_pro

Cartoonized Images using #Python


#پایتون
🆔 @Python4all_pro

100 Python Programs for Beginner with explanation

https://pythonclcoding.gumroad.com/l/qijrws


🆔 @Python4all_pro

🖥 NocoDB

NoCodb is a database without an open source with an open source, which turns any relational database (MySQL, PostgreSQL, SQLITE, MSSQL, etc.) into a flexible table similar to airtable!

🌟 It allows users to manage data using a convenient web interface, create a REST API, configure representations (tables, calendars, kanban dosks) and integrate with external services.

🔐 License: AGPL-3.0


🖥 Github

#علم_داده
🆔 @Python4all_pro

Learn how to secure your Wi-Fi like a pro with Python! This script helps you list connected devices, change your Wi-Fi password, and block unwanted devices using their MAC addresses.


#پایتون #python
🆔 @Python4all_pro

GPU-accelerated NumPy/SciPy library

🔗 https://github.com/cupy/cupy




#پایتون #علم_داده
🆔 @Python4all_pro

🖥 DrawDB

DRAWDB is a database management system focused on visualization and data modeling!

🌟 It allows users to create databases using a graphic interface, which makes the design and interaction process more intuitively understandable. DRAWDB can be useful for developers who need to quickly create or visualize the structure of the database without in -depth knowledge #SQL.



🖥 Github




#پایتون #علم_داده
🆔 @Python4all_pro