Code With Python
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This channel delivers clear, practical content for developers, covering Python, Django, Data Structures, Algorithms, and DSA – perfect for learning, coding, and mastering key programming skills.
Admin: @HusseinSheikho || @Hussein_Sheikho
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bz2 | Python Standard Library

📖 Provides support for compressing and decompressing data using the bzip2 algorithm.

🏷️ #Python
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Python Tip: Operator Overloading

This is a very important concept in Python.

Have you ever wondered how #Python understands what the + operator means? For numbers, it's addition; for strings, it's concatenation; for lists, it's union. This is operator overloading in action.

Operator overloading means defining special behavior for operators (+, -, *, ==, etc.) in your user-defined classes. You determine how these operators should work with your objects.

👉 https://t.me/Python53
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builtins | Python Standard Library

📖 Provides direct access to all built-in identifiers, including functions, types, exceptions, and constants, primarily useful when a built-in name has been shadowed.

🏷️ #Python
cmd | Python Standard Library

📖 Provides a framework for building line-oriented command interpreters by subclassing the Cmd class to create interactive shells with automatic help and tab completion.

🏷️ #Python
CrewAI | AI Coding Tools

📖 An open-source Python framework for orchestrating multi-agent AI workflows using role-based agents.

🏷️ #Python
Quiz: Python Decorators 101

📖 Work through this quiz to review first-class functions, inner functions, and decorators, and learn how to use them to extend behavior cleanly in Python.

🏷️ #intermediate #python
whitespace | Python Glossary

📖 A character that represents blank space in text, used in Python for indentation and string processing.

🏷️ #Python
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Google Colab | Python Tools

📖 A cloud-based Jupyter Notebook environment from Google for running Python code in a browser without any local installation.

🏷️ #Python
Quiz: Strings and Character Data in Python

📖 Test your Python string and bytes knowledge! Explore immutability, f-strings, indexing, string methods, and bytes() usage.

🏷️ #basics #python
🐍 Learning Python through real projects

A collection of projects with which you can master Python by creating real applications: from backends and parsers to bots, games, and automation systems.

Instead of theory — specific tasks, step-by-step tutorials, and repositories that help hone skills through practice.

📱 Link to GitHub
https://github.com/practical-tutorials/project-based-learning?tab=readme-ov-file#python
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⚡️ Colorizing old black-and-white videos and "bringing faces to life" for FREE

SVFR — a full-fledged framework for restoring faces in videos.

It can:
💬 BFR — improve blurry faces.
💬 Colorization — colorize black-and-white videos.
💬 Inpainting — redraw damaged areas.
💬 and combine all of this in one pass.

Essentially, the model takes old or damaged videos and makes them "as if they were shot yesterday". And it's free and open-source.

⚙️ Installation locally:

1. Create an environment

conda create -n svfr python=3.9 -y
conda activate svfr


2. Install PyTorch (for your CUDA)

pip install torch==2.2.2 torchvision==0.17.2 torchaudio==2.2.2


3. Install dependencies

pip install -r requirements.txt


4. Download models

conda install git-lfs
git lfs install
git clone https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt models/stable-video-diffusion-img2vid-xt


5. Start processing videos

python infer.py \
--config config/infer.yaml \
--task_ids 0 \
--input_path input.mp4 \
--output_dir results/ \
--crop_face_region


Where task_ids:

* 0 — face enhancement
* 1 — colorization
* 2 — redrawing damage

An ideal tool if:
🟢you're restoring archival videos;
🟢you're creating historical content;
🟢you're working with neural networks and video effects;
🟢you want a wow result without paid services.

▶️ Demo on Hugging Face

♎️ GitHub/Instructions

#python #soft #github

https://t.me/CodeProgrammer
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Quiz: Python Modules and Packages: An Introduction

📖 Test your knowledge of Python modules and packages. Learn about imports, namespaces, the dir() function, and more.

🏷️ #basics #python
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