Machine Learning
39.8K subscribers
3.58K photos
25 videos
46 files
597 links
Real Machine Learning β€” simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
Download Telegram
πŸ”₯ Trending Repository: nautilus_trader

πŸ“ Description: A high-performance algorithmic trading platform and event-driven backtester

πŸ”— Repository URL: https://github.com/nautechsystems/nautilus_trader

🌐 Website: https://nautilustrader.io

πŸ“– Readme: https://github.com/nautechsystems/nautilus_trader#readme

πŸ“Š Statistics:
🌟 Stars: 14.1K stars
πŸ‘€ Watchers: 148
🍴 Forks: 1.5K forks

πŸ’» Programming Languages: Rust - Python - Cython - C - Shell - Makefile

🏷️ Related Topics:
#python #rust #machine_learning #trading #forex #artificial_intelligence #trading_platform #algorithmic_trading_engine #sports_betting #options_trading #crypto_trading #equity_trading #futures_trading


==================================
🧠 By: https://t.me/DataScienceM
πŸ”₯ Trending Repository: Pake

πŸ“ Description: 🀱🏻 Turn any webpage into a desktop app with Rust. 🀱🏻 εˆ©η”¨ Rust θ½»ζΎζž„ε»Ίθ½»ι‡ηΊ§ε€šη«―ζ‘Œι’εΊ”η”¨

πŸ”— Repository URL: https://github.com/tw93/Pake

πŸ“– Readme: https://github.com/tw93/Pake#readme

πŸ“Š Statistics:
🌟 Stars: 41.3K stars
πŸ‘€ Watchers: 218
🍴 Forks: 7.7K forks

πŸ’» Programming Languages: JavaScript - Rust - Dockerfile

🏷️ Related Topics:
#music #rust #productivity #mac #youtube #twitter #programming #high_performance #gemini #openai #windows_desktop #linux_desktop #tauri #mac_desktop #excalidraw #llm #no_electron #chatgpt #gemini_ai #deepseek


==================================
🧠 By: https://t.me/DataScienceM
πŸ”₯ Trending Repository: firecracker

πŸ“ Description: Secure and fast microVMs for serverless computing.

πŸ”— Repository URL: https://github.com/firecracker-microvm/firecracker

🌐 Website: http://firecracker-microvm.io

πŸ“– Readme: https://github.com/firecracker-microvm/firecracker#readme

πŸ“Š Statistics:
🌟 Stars: 29.3K stars
πŸ‘€ Watchers: 338
🍴 Forks: 2K forks

πŸ’» Programming Languages: Rust - Python - Shell

🏷️ Related Topics:
#rust #open_source #serverless #containers #virtual_machine #sandbox #virtualization #minimalist #oversubscription


==================================
🧠 By: https://t.me/DataScienceM
πŸ”₯ Trending Repository: chroma

πŸ“ Description: Open-source search and retrieval database for AI applications.

πŸ”— Repository URL: https://github.com/chroma-core/chroma

🌐 Website: https://www.trychroma.com/

πŸ“– Readme: https://github.com/chroma-core/chroma#readme

πŸ“Š Statistics:
🌟 Stars: 22.2K stars
πŸ‘€ Watchers: 121
🍴 Forks: 1.8K forks

πŸ’» Programming Languages: Rust - Python - TypeScript - Go - Jupyter Notebook - JavaScript

🏷️ Related Topics:
#rust #database #ai #embeddings #rust_lang #document_retrieval #rag #vector_database #llm #llms


==================================
🧠 By: https://t.me/DataScienceM
πŸ”₯ Trending Repository: hyperswitch

πŸ“ Description: An open source payments switch written in Rust to make payments fast, reliable and affordable

πŸ”— Repository URL: https://github.com/juspay/hyperswitch

🌐 Website: https://hyperswitch.io/

πŸ“– Readme: https://github.com/juspay/hyperswitch#readme

πŸ“Š Statistics:
🌟 Stars: 25K stars
πŸ‘€ Watchers: 104
🍴 Forks: 3.9K forks

πŸ’» Programming Languages: Rust - JavaScript - MDX - Shell - PLpgSQL - HTML

🏷️ Related Topics:
#rust #redis #open_source #finance #sdk #high_performance #postgresql #payments #orchestration #restful_api #beginner_friendly #hacktoberfest #featured #works_with_react


==================================
🧠 By: https://t.me/DataScienceM
❀1
πŸ”₯ Trending Repository: rustdesk

πŸ“ Description: An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.

πŸ”— Repository URL: https://github.com/rustdesk/rustdesk

🌐 Website: https://rustdesk.com

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

πŸ“Š Statistics:
🌟 Stars: 96.6K stars
πŸ‘€ Watchers: 540
🍴 Forks: 14.2K forks

πŸ’» Programming Languages: Rust - Dart - C++ - C - Kotlin - Python

🏷️ Related Topics:
#android #windows #macos #linux #dart #rust #ios #remote_control #p2p #teamviewer #rust_lang #rdp #remote_desktop #vnc #flutter #flatpak #wayland #flutter_apps #anydesk


==================================
🧠 By: https://t.me/DataScienceM
πŸ”₯ Trending Repository: bevy

πŸ“ Description: A refreshingly simple data-driven game engine built in Rust

πŸ”— Repository URL: https://github.com/bevyengine/bevy

🌐 Website: https://bevy.org

πŸ“– Readme: https://github.com/bevyengine/bevy#readme

πŸ“Š Statistics:
🌟 Stars: 41.3K stars
πŸ‘€ Watchers: 305
🍴 Forks: 4.1K forks

πŸ’» Programming Languages: Rust - WGSL - Smarty - HTML - GLSL - Mermaid

🏷️ Related Topics:
#rust #open_source #gamedev #game_engine #game_development #bevy


==================================
🧠 By: https://t.me/DataScienceM
❀1
πŸ”₯ Trending Repository: comprehensive-rust

πŸ“ Description: This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.

πŸ”— Repository URL: https://github.com/google/comprehensive-rust

🌐 Website: https://google.github.io/comprehensive-rust/

πŸ“– Readme: https://github.com/google/comprehensive-rust#readme

πŸ“Š Statistics:
🌟 Stars: 30.8K stars
πŸ‘€ Watchers: 149
🍴 Forks: 1.8K forks

πŸ’» Programming Languages: Rust - JavaScript - TypeScript - Handlebars - Assembly - Shell

🏷️ Related Topics:
#android #training #rust #classroom #google #course #guide #training_materials


==================================
🧠 By: https://t.me/DataScienceM
❀4
πŸ‘£ Rust Interview Deep Dive πŸ¦€πŸ”

A repository for systematic preparation for Rust interviews at the middle, senior, and staff levels. πŸ’ΌπŸ“š

Inside 100 real questions from interviews in product and infrastructure companies, detailed analyses with code examples and scenarios of tasks that occur in production. πŸ’»πŸ—οΈ Not "guess the program's output", but the mechanics on which real services are built. πŸ› οΈπŸš€

Here are lock-free structures, self-referential types in async, FFI with tensor libraries, correct Send on guards via await, memory ordering under loom, soundness of custom collections. πŸ”’βš‘ And it all starts with the basics. Ownership, borrowing, lifetimes. πŸ§±πŸ”„ Those who want can start from scratch or at the staff level. πŸšΆβ€β™‚οΈπŸ‘¨β€πŸ’»

https://github.com/Develp10/rustinterviewquiestions πŸ”—

#Rust #Programming #InterviewPrep #SoftwareEngineering #SystemsProgramming #CareerGrowth
❀4
πŸ”– A huge open-source course on AI Engineering from scratch

In the repository, we've collected:
β€” 435 lessons;
β€” 320+ hours of content;
β€” Python, TypeScript, and Rust;
β€” AI agents, MCP servers, prompts, and AI skills.

Moreover, almost every lesson includes practical tasks, so this isn't just theory, but a full-fledged roadmap for AI Engineering. πŸš€

⛓️ Link to the repository
https://github.com/rohitg00/ai-engineering-from-scratch

#AI #MachineLearning #Python #Rust #OpenSource #Tech

✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk

⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
❀6πŸ‘1