Data Science Jupyter Notebooks
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Explore the world of Data Science through Jupyter Notebooksβ€”insights, tutorials, and tools to boost your data journey. Code, analyze, and visualize smarter with every post.
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πŸ”₯ Trending Repository: MoneyPrinterV2

πŸ“ Description: Automate the process of making money online.

πŸ”— Repository URL: https://github.com/FujiwaraChoki/MoneyPrinterV2

πŸ“– Readme: https://github.com/FujiwaraChoki/MoneyPrinterV2#readme

πŸ“Š Statistics:
🌟 Stars:
πŸ‘€ Watchers: 115
🍴 Forks: 1.4k

πŸ’» Programming Languages: Python - Shell

🏷️ Related Topics:
#python #cli #money #outreach #json #automation #youtube #twitter


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: mcp-for-beginners

πŸ“ Description: This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

πŸ”— Repository URL: https://github.com/microsoft/mcp-for-beginners

πŸ“– Readme: https://github.com/microsoft/mcp-for-beginners#readme

πŸ“Š Statistics:
🌟 Stars:
πŸ‘€ Watchers:
🍴 Forks: 4.8k

πŸ’» Programming Languages: Jupyter Notebook - TypeScript - Python - Java - C# - Rust

🏷️ Related Topics:
#javascript #python #java #rust #typescript #csharp #model #mcp #javascript_applications #model_context_protocol #mcp_server #modelcontextprotocol #mcp_client #mcp_security


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: notebooklm-py

πŸ“ Description: Unofficial Python API for Google NotebookLM

πŸ”— Repository URL: https://github.com/teng-lin/notebooklm-py

🌐 Website: https://github.com/teng-lin/notebooklm-py

πŸ“– Readme: https://github.com/teng-lin/notebooklm-py#readme

πŸ“Š Statistics:
🌟 Stars: 3.5k
πŸ‘€ Watchers: 26
🍴 Forks: 452

πŸ’» Programming Languages: Python

🏷️ Related Topics:
#python #api #sdk #skills #flashcards #python_api #quiz_generator #podcast_generator #claude #cli_tool #ai_automation #study_tools #notebooklm #google_notebooklm #notebookln #notebooklm_api #audio_overview


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🧠 By: https://t.iss.one/DataScienceM
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πŸ‘‰ Become Part of Our IT Learning Circle! resources and support:
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πŸ’¬ Want exam help? Chat with an admin now!
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⏰Last Chance – Get It Before It’s Gone!
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πŸ”₯ Trending Repository: AstrBot

πŸ“ Description: Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

πŸ”— Repository URL: https://github.com/AstrBotDevs/AstrBot

🌐 Website: https://astrbot.app

πŸ“– Readme: https://github.com/AstrBotDevs/AstrBot#readme

πŸ“Š Statistics:
🌟 Stars: 20.7k
πŸ‘€ Watchers: 64
🍴 Forks: 1.5k

πŸ’» Programming Languages: Python - Vue - TypeScript - JavaScript - Shell - SCSS

🏷️ Related Topics:
#python #agent #docker #ai #telegram #discord #mcp #chatbot #gemini #openai #llama #qq #gpt #qqbot #llm #chatgpt


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🧠 By: https://t.iss.one/DataScienceM
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🎁 23 Years of SPOTO – Claim Your Free IT Certs Prep Kit!

πŸ”₯Whether you're preparing for #Python, #AI, #Cisco, #PMI, #Fortinet, #AWS, #Azure, #Excel, #comptia, #ITIL, #cloud or any other in-demand certification – SPOTO has got you covered!

βœ… Free Resources :
・Free Python, Excel, Cyber Security, Cisco, SQL, ITIL, PMP, AWS courses: https://bit.ly/4lk4m3c
・IT Certs E-book: https://bit.ly/4bdZOqt
・IT Exams Skill Test: https://bit.ly/4sDvi0b
・Free AI material and support tools: https://bit.ly/46TpsQ8
・Free Cloud Study Guide: https://bit.ly/4lk3dIS


πŸ‘‰ Become Part of Our IT Learning Circle! resources and support:
https://chat.whatsapp.com/Cnc5M5353oSBo3savBl397

πŸ’¬ Want exam help? Chat with an admin now!
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⚑️ Colorizing old black-and-white videos and "bringing faces to life" for FREE

SVFR β€” a full-fledged framework for restoring faces in videos.

It can:
πŸ’¬ BFR β€” improve blurry faces.
πŸ’¬ Colorization β€” colorize black-and-white videos.
πŸ’¬ Inpainting β€” redraw damaged areas.
πŸ’¬ 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.

βš™οΈ 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 β€” face enhancement
* 1 β€” colorization
* 2 β€” 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

β™ŽοΈ GitHub/Instructions

#python #soft #github

https://t.iss.one/CodeProgrammer
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