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📈 Аналітичний огляд Telegram-каналу Github Top Repositories

Канал Github Top Repositories (@githubre) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 13 295 підписників, посідаючи 15 339 місце в категорії Освіта та 32 388 місце у регіоні Індія.

📊 Показники аудиторії та динаміка

З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 13 295 підписників.

За останніми даними від 11 червня, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на 383, а за останні 24 години на 5, загальне охоплення залишається високим.

  • Статус верифікації: Не верифікований
  • Рівень залученості (ER): Середній показник залученості аудиторії становить 1.11%. Протягом перших 24 годин після публікації контент зазвичай збирає 0.75% реакцій від загальної кількості підписників.
  • Охоплення публікацій: В середньому кожен допис отримує 148 переглядів. Протягом першої доби публікація в середньому набирає 99 переглядів.
  • Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 1.
  • Тематичні інтереси: Контент зосереджений навколо ключових тем, таких як repository, fork, programming, statistic, description.

📝 Опис та контентна політика

Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
Top GitHub repositories in one place 🚀 Explore the best projects in programming, AI, data science, and more.

Завдяки високій частоті оновлень (останні дані отримано 12 червня, 2026), канал підтримує актуальність та високий рівень охоплення публікацій. Аналітика показує, що аудиторія активно взаємодіє з контентом, що робить його важливою точкою впливу в категорії Освіта.

13 295
Підписники
+524 години
+837 днів
+38330 день
Архів дописів
🔥 Trending Repository: nautilus_trader 📝 Description: A high-performance algorithmic trading platform and event-driven backtester 🔗 Repository URL: https://github.com/nautechsystems/nautilus_trader 🌐 Website: https://nautilustrader.io 📖 Readme: https://github.com/nautechsystems/nautilus_trader#readme 📊 Statistics: 🌟 Stars: 17.7K stars 👀 Watchers: 172 🍴 Forks: 2.1K forks 💻 Programming Languages: Rust - Python - Cython - Shell - C - Cap'n Proto 🏷️ 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

🤖 Machine Learning Tutorials Repository 1. Python 2. Computer Vision: Techniques, algorithms 3. NLP 4. Matplotlib 5. NumPy 6
🤖 Machine Learning Tutorials Repository 1. Python 2. Computer Vision: Techniques, algorithms 3. NLP 4. Matplotlib 5. NumPy 6. Pandas 7. MLOps 8. LLMs 9. PyTorch/TensorFlow git clone https://github.com/patchy631/machine-learning 🔗 GitHub: https://github.com/patchy631/machine-learning/tree/main ⭐️ https://t.me/DataScienceT

🔥 Trending Repository: Paper2Any 📝 Description: Turn paper/text/topic into editable research figures, technical route diagrams, and presentation slides. 🔗 Repository URL: https://github.com/OpenDCAI/Paper2Any 🌐 Website: http://dcai-paper2any.nas.cpolar.cn/ 📖 Readme: https://github.com/OpenDCAI/Paper2Any#readme 📊 Statistics: 🌟 Stars: 944 stars 👀 Watchers: 12 🍴 Forks: 52 forks 💻 Programming Languages: Python - TypeScript - Jinja - Shell - CSS - JavaScript 🏷️ Related Topics:
#agent #ai #ppt_generator #langgraph #aippt #paper2slides #editable_pptx
================================== 🧠 By: https://t.me/DataScienceM

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YOLO Training Template Manual data labeling has become significantly more convenient. Now the process looks like in the usual labeling systems - you just outline the object with a frame and a bounding box is immediately created. The platform allows: • to upload your own dataset • to label manually or auto-label via DINOv3 • to enrich the data if desired • to train a #YOLO model on your own data • to run inference immediately • to export to ONNX or NCNN, which ensures compatibility with edge hardware and smartphones All of this is available for free and can already be tested on #GitHub. Repo: https://github.com/computer-vision-with-marco/yolo-training-template https://t.me/CodeProgrammer

🔥 Trending Repository: AionUi 📝 Description: Free, local, open-source Cowork for Gemini CLI, Claude Code, Codex, Qwen Code, Goose Cli, Auggie, and more | 🌟 Star if you like it! 🔗 Repository URL: https://github.com/iOfficeAI/AionUi 🌐 Website: https://www.aionui.com 📖 Readme: https://github.com/iOfficeAI/AionUi#readme 📊 Statistics: 🌟 Stars: 3.9K stars 👀 Watchers: 25 🍴 Forks: 330 forks 💻 Programming Languages: TypeScript - Python - JavaScript 🏷️ Related Topics:
#chat #ai #skills #excel #chatbot #banana #office #multi_agent #gemini #webui #acp #codex #cowork #ai_agent #llm #gemini_pro #gemini_cli #claude_code #qwen_code #nano_banana
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: Gentleman.Dots 📝 Description: My personal configuration for LazyVim ! 🔗 Repository URL: https://github.com/Gentleman-Programming/Gentleman.Dots 📖 Readme: https://github.com/Gentleman-Programming/Gentleman.Dots#readme 📊 Statistics: 🌟 Stars: 1.1K stars 👀 Watchers: 23 🍴 Forks: 178 forks 💻 Programming Languages: Shell - Go - GLSL - Lua - Nushell - Python 🏷️ Related Topics: Not available ================================== 🧠 By: https://t.me/DataScienceM

🚀 Master Data Science & Programming! Unlock your potential with this curated list of Telegram channels. Whether you need boo
🚀 Master Data Science & Programming! Unlock your potential with this curated list of Telegram channels. Whether you need books, datasets, interview prep, or project ideas, we have the perfect resource for you. Join the community today! 🔰 Machine Learning with Python Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. https://t.me/CodeProgrammer 🔖 Machine Learning Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications. https://t.me/DataScienceM 🧠 Code With Python 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. https://t.me/DataScience4 🎯 PyData Careers | Quiz Python Data Science jobs, interview tips, and career insights for aspiring professionals. https://t.me/DataScienceQ 💾 Kaggle Data Hub Your go-to hub for Kaggle datasets – explore, analyze, and leverage data for Machine Learning and Data Science projects. https://t.me/datasets1 🧑‍🎓 Udemy Coupons | Courses The first channel in Telegram that offers free Udemy coupons https://t.me/DataScienceC 😀 ML Research Hub Advancing research in Machine Learning – practical insights, tools, and techniques for researchers. https://t.me/DataScienceT 💬 Data Science Chat An active community group for discussing data challenges and networking with peers. https://t.me/DataScience9 🐍 Python Arab| بايثون عربي The largest Arabic-speaking group for Python developers to share knowledge and help. https://t.me/PythonArab 🖊 Data Science Jupyter Notebooks Explore the world of Data Science through Jupyter Notebooks—insights, tutorials, and tools to boost your data journey. Code, analyze, and visualize smarter with every post. https://t.me/DataScienceN 📺 Free Online Courses | Videos Free online courses covering data science, machine learning, analytics, programming, and essential skills for learners. https://t.me/DataScienceV 📈 Data Analytics Dive into the world of Data Analytics – uncover insights, explore trends, and master data-driven decision making. https://t.me/DataAnalyticsX 🎧 Learn Python Hub Master Python with step-by-step courses – from basics to advanced projects and practical applications. https://t.me/Python53 ⭐️ Research Papers Professional Academic Writing & Simulation Services https://t.me/DataScienceY ━━━━━━━━━━━━━━━━━━ Admin: @HusseinSheikho

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🔥 Trending Repository: mediapipe 📝 Description: Cross-platform, customizable ML solutions for live and streaming media. 🔗 Repository URL: https://github.com/google-ai-edge/mediapipe 🌐 Website: https://ai.google.dev/edge/mediapipe 📖 Readme: https://github.com/google-ai-edge/mediapipe#readme 📊 Statistics: 🌟 Stars: 33.1K stars 👀 Watchers: 520 🍴 Forks: 5.7K forks 💻 Programming Languages: C++ - Python - Starlark - Java - Objective-C - Objective-C++ 🏷️ Related Topics:
#android #c_plus_plus #calculator #machine_learning #framework #computer_vision #deep_learning #inference #pipeline_framework #stream_processing #video_processing #perception #mobile_development #audio_processing #graph_framework #graph_based #mediapipe
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: cilium 📝 Description: eBPF-based Networking, Security, and Observability 🔗 Repository URL: https://github.com/cilium/cilium 🌐 Website: https://cilium.io 📖 Readme: https://github.com/cilium/cilium#readme 📊 Statistics: 🌟 Stars: 23.3K stars 👀 Watchers: 307 🍴 Forks: 3.5K forks 💻 Programming Languages: Go - C - Shell - Makefile - Python - Dockerfile 🏷️ Related Topics:
#kubernetes #security #networking #monitoring #kernel #containers #cncf #k8s #ebpf #xdp #troubleshooting #observability #cni #loadbalancing #bpf #kubernetes_networking
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: eigent 📝 Description: Eigent: The Open Source Cowork Desktop to Unlock Your Exceptional Productivity. 🔗 Repository URL: https://github.com/eigent-ai/eigent 🌐 Website: https://www.eigent.ai 📖 Readme: https://github.com/eigent-ai/eigent#readme 📊 Statistics: 🌟 Stars: 5.1K stars 👀 Watchers: 31 🍴 Forks: 621 forks 💻 Programming Languages: TypeScript - Python - JavaScript - CSS - PowerShell - Shell 🏷️ Related Topics: Not available ================================== 🧠 By: https://t.me/DataScienceM

Do you want to teach AI on real projects? In this #repository, there are 29 projects with Generative #AI,#MachineLearning, an
Do you want to teach AI on real projects? In this #repository, there are 29 projects with Generative #AI,#MachineLearning, and #Deep +Learning. With full #code for each one. This is pure gold: https://github.com/KalyanM45/AI-Project-Gallery 👉 https://t.me/CodeProgrammer

7 Most Important Regression Techniques in Data Science
7 Most Important Regression Techniques in Data Science

🔥 Trending Repository: rancher 📝 Description: Complete container management platform 🔗 Repository URL: https://github.com/rancher/rancher 🌐 Website: http://rancher.com 📖 Readme: https://github.com/rancher/rancher#readme 📊 Statistics: 🌟 Stars: 25.1K stars 👀 Watchers: 622 🍴 Forks: 3.1K forks 💻 Programming Languages: Go - Python - Shell - Groovy - HCL - Dockerfile 🏷️ Related Topics:
#docker #kubernetes #containers #rancher #orchestration #cattle
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: RemoveWindowsAI 📝 Description: Force Remove Copilot, Recall and More in Windows 11 🔗 Repository URL: https://github.com/zoicware/RemoveWindowsAI 📖 Readme: https://github.com/zoicware/RemoveWindowsAI#readme 📊 Statistics: 🌟 Stars: 8.3K stars 👀 Watchers: 103 🍴 Forks: 257 forks 💻 Programming Languages: PowerShell 🏷️ Related Topics:
#windows #security #privacy #ai #powershell #rewrite #optimizer #recall #bloatware #copilot #debloat #bloatware_removal #image_creator #generative_ai
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: cursor-talk-to-figma-mcp 📝 Description: TalkToFigma: MCP integration between Cursor and Figma, allowing Cursor Agentic AI to communicate with Figma for reading designs and modifying them programmatically. 🔗 Repository URL: https://github.com/grab/cursor-talk-to-figma-mcp 🌐 Website: https://x.com/sonnylazuardi/status/1901325190388428999 📖 Readme: https://github.com/grab/cursor-talk-to-figma-mcp#readme 📊 Statistics: 🌟 Stars: 5.9K stars 👀 Watchers: 39 🍴 Forks: 634 forks 💻 Programming Languages: JavaScript - HTML - TypeScript 🏷️ Related Topics:
#agent #design #automation #ai #mcp #cursor #figma #ai_agents #llm #llms #generative_ai #agentic #agentic_ai #model_context_protocol
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: ansible-collection-hardening 📝 Description: This Ansible collection provides battle tested hardening for Linux, SSH, nginx, MySQL 🔗 Repository URL: https://github.com/dev-sec/ansible-collection-hardening 🌐 Website: http://dev-sec.io/ 📖 Readme: https://github.com/dev-sec/ansible-collection-hardening#readme 📊 Statistics: 🌟 Stars: 4.9K stars 👀 Watchers: 117 🍴 Forks: 796 forks 💻 Programming Languages: Jinja 🏷️ Related Topics:
#linux #nginx #ansible #protection #collection #playbook #role #devsec #hardening #hacktoberfest #sysctl #ansible_collection #os_hardening #mysql_hardening #ssh_hardening #nginx_hardening
================================== 🧠 By: https://t.me/DataScienceM

200$ to 20k$ SOL Challenge! As promised, i will do another challenge for those who missed the previous one! Last one we compl
200$ to 20k$ SOL Challenge! As promised, i will do another challenge for those who missed the previous one! Last one we completed in 6 days, let’s do this one even quicker! Join my free group Before closing 👇 https://t.me/+DAKLP7eUy9Y3ZjY0 #ad InsideAds

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