100 Python Programs for Beginner with explanation

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


🆔 @Python4all_pro

Cartoonized Images using #Python


#پایتون
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25 Github Repositories Every #Python Developer Should Know

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


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3D contour plot using #Python


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Auto copy paste using Python

#Python #DataScience
#MachineLearning #AI


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Download a File


#Python #DataScience
#MachineLearning #AI


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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


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Automatically Generate Image CAPTCHAs with Python for Enhanced Security



#Python #DataScience
#MachineLearning #AI


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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



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Checking Stocks Price Using #Python


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Candlestick Chart Plot using #Python


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Jupyter Notebooks to visualize various topics in Linear Algebra

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



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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()

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


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Python library for data loading

🔗 https://github.com/dlt-hub/dlt


#python #library

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Visualizing Molecular Structures from SMILES Using RDKit

#پایتون
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Online database design tool and SQL generator

https://github.com/drawdb-io/drawdb

#پایتون
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