اکنون در دسترس! پژوهش تلگرام ۲۰۲۵ — مهمترین بینشهای سال 
Github Top Repositories
رفتن به کانال در Telegram
Top GitHub repositories in one place 🚀 Explore the best projects in programming, AI, data science, and more.
نمایش بیشتر📈 تحلیل کانال تلگرام Github Top Repositories
کانال Github Top Repositories (@githubre) در بخش زبانی انگلیسی بازیگری فعال است. در حال حاضر جامعه شامل 13 272 مشترک است و جایگاه 15 356 را در دسته آموزش و رتبه 32 458 را در منطقه الهند دارد.
📊 شاخصهای مخاطب و پویایی
از زمان ایجاد در невідомо، پروژه رشد سریعی داشته و 13 272 مشترک جذب کرده است.
بر اساس آخرین دادهها در تاریخ 10 ژوئن, 2026، کانال فعالیت پایداری دارد. در ۳۰ روز گذشته تغییر اعضا برابر 387 و در ۲۴ ساعت گذشته برابر 25 بوده و همچنان دسترسی گستردهای حفظ شده است.
- وضعیت تأیید: تأیید نشده
- نرخ تعامل (ER): میانگین تعامل مخاطب 1.12% است و در ۲۴ ساعت نخست پس از انتشار، محتوا معمولاً 0.74% واکنش نسبت به کل مشترکان کسب میکند.
- دسترسی پستها: هر پست به طور میانگین 148 بازدید دریافت میکند. در اولین روز معمولاً 98 بازدید جمعآوری میشود.
- واکنشها و تعامل: مخاطبان بهطور فعال حمایت میکنند؛ میانگین واکنش به هر پست 1 است.
- علایق موضوعی: محتوا بر موضوعات کلیدی مانند repository, fork, programming, statistic, description تمرکز دارد.
📝 توضیح و سیاست محتوایی
نویسنده این فضا را محل بیان دیدگاههای شخصی توصیف میکند:
“Top GitHub repositories in one place 🚀
Explore the best projects in programming, AI, data science, and more.”
به لطف بهروزرسانیهای پرتکرار (آخرین داده در تاریخ 11 ژوئن, 2026)، کانال همواره بهروز و دارای دسترسی بالاست. تحلیلها نشان میدهد مخاطبان بهطور فعال با محتوا تعامل دارند و آن را به نقطه اثرگذاری مهم در دسته آموزش تبدیل کردهاند.
13 272
مشترکین
+2524 ساعت
+867 روز
+38730 روز
آرشیو پست ها
13 272
🔥 Trending Repository: awesome-design-systems
📝 Description: 💅🏻 ⚒ A collection of awesome design systems
🔗 Repository URL: https://github.com/alexpate/awesome-design-systems
🌐 Website: https://git.io/design-systems
📖 Readme: https://github.com/alexpate/awesome-design-systems#readme
📊 Statistics:
🌟 Stars: 21.2k
👀 Watchers: 452
🍴 Forks: 1.3k
💻 Programming Languages: Not available
🏷️ Related Topics:
#design_systems #awesome #pattern_library #awesome_list #hacktoberfest #ui_library================================== 🧠 By: https://t.me/DataScienceM
13 272
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13 272
🔥 Trending Repository: jq
📝 Description: Command-line JSON processor
🔗 Repository URL: https://github.com/jqlang/jq
🌐 Website: https://jqlang.org
📖 Readme: https://github.com/jqlang/jq#readme
📊 Statistics:
🌟 Stars: 34.1k
👀 Watchers: 344
🍴 Forks: 1.8k
💻 Programming Languages: C - M4 - Shell - Yacc - jq - C++
🏷️ Related Topics:
#jq================================== 🧠 By: https://t.me/DataScienceM
13 272
🔥 Trending Repository: multica
📝 Description: The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.
🔗 Repository URL: https://github.com/multica-ai/multica
🌐 Website: https://multica.ai
📖 Readme: https://github.com/multica-ai/multica#readme
📊 Statistics:
🌟 Stars:
👀 Watchers: 13
🍴 Forks: 620
💻 Programming Languages: TypeScript - Go - MDX - CSS - Shell - Makefile
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
13 272
🔥 Trending Repository: harbor
📝 Description: An open source trusted cloud native registry project that stores, signs, and scans content.
🔗 Repository URL: https://github.com/goharbor/harbor
🌐 Website: https://goharbor.io
📖 Readme: https://github.com/goharbor/harbor#readme
📊 Statistics:
🌟 Stars: 28k
👀 Watchers: 518
🍴 Forks: 5.2k
💻 Programming Languages: Go - TypeScript - HTML - Python - RobotFramework - Jinja
🏷️ Related Topics:
#docker #kubernetes #registry #containers #helm #container #cncf #container_management #cloud_native #hacktoberfest #container_registry #cncf_project================================== 🧠 By: https://t.me/DataScienceM
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🚀 Sber has released two open-source MoE models: GigaChat-3.1 Ultra and Lightning
Both code and weights are available under the MIT license on HuggingFace.
👉 Key details:
• Trained from scratch (not a finetune) on proprietary data and infrastructure
• Mixture-of-Experts (MoE) architecture
Models:
🧠 GigaChat-3.1 Ultra
• 702B MoE model for high-performance environments
• Outperforms DeepSeek-V3-0324 and Qwen3-235B on math and reasoning benchmarks
• Supports FP8 training and MTP
⚡️ GigaChat-3.1 Lightning
• 10B model (1.8B active parameters)
• Outperforms Qwen3-4B and Gemma-3-4B on Sber benchmarks
• Efficient local inference
• Up to 256k context
Engineering highlights:
• Custom metric to detect and reduce generation loops
• DPO training moved to native FP8
• Improvements in post-training pipeline
• Identified and fixed a critical issue affecting evaluation quality
🌍 Trained on 14 languages (optimized for English and Russian)
Use cases:
• chatbots
• AI assistants
• copilots
• internal ML systems
Sber provides a solid open foundation for developers to build production-ready AI systems with lower infrastructure costs.
13 272
🔥 Trending Repository: DeepTutor
📝 Description: "DeepTutor: Agent-Native Personalized Learning Assistant"
🔗 Repository URL: https://github.com/HKUDS/DeepTutor
📖 Readme: https://github.com/HKUDS/DeepTutor#readme
📊 Statistics:
🌟 Stars: give us a star
👀 Watchers: 89
🍴 Forks: 1.6k
💻 Programming Languages: Python - TypeScript - JavaScript - Dockerfile - CSS - Shell - HTML
🏷️ Related Topics:
#interactive_learning #multi_agent_systems #ai_agents #cli_tool #rag #large_language_models #ai_tutor #deepresearch #clawdbot================================== 🧠 By: https://t.me/DataScienceM
13 272
🔥 Trending Repository: RedditVideoMakerBot
📝 Description: Create Reddit Videos with just✨ one command ✨
🔗 Repository URL: https://github.com/elebumm/RedditVideoMakerBot
📖 Readme: https://github.com/elebumm/RedditVideoMakerBot#readme
📊 Statistics:
🌟 Stars: 9.7k
👀 Watchers: 100
🍴 Forks: 2.5k
💻 Programming Languages: Python - HTML - Shell
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
13 272
🔥 Trending Repository: andrej-karpathy-skills
📝 Description: No description available
🔗 Repository URL: https://github.com/forrestchang/andrej-karpathy-skills
📖 Readme: https://github.com/forrestchang/andrej-karpathy-skills#readme
📊 Statistics:
🌟 Stars: 7.7k
👀 Watchers: 71
🍴 Forks: 545
💻 Programming Languages: Not available
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
13 272
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13 272
🔥 Trending Repository: goose
📝 Description: an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
🔗 Repository URL: https://github.com/aaif-goose/goose
🌐 Website: https://goose-docs.ai/
📖 Readme: https://github.com/aaif-goose/goose#readme
📊 Statistics:
🌟 Stars: 38.2k
👀 Watchers: 199
🍴 Forks: 3.7k
💻 Programming Languages: Rust - TypeScript - Shell - JavaScript - Python - HTML
🏷️ Related Topics:
#ai #mcp #acp #ai_agents================================== 🧠 By: https://t.me/DataScienceM
13 272
🚀 The Fastest-Growing GitHub Repositories of the Week
The week was characterized by significant developments in voice AI and autonomous agents.
1. https://github.com/microsoft/VibeVoice — An open-source voice AI solution enabling voice cloning and transcription of up to 60 minutes in a single pass.
2. https://github.com/bytedance/deer-flow — ByteDance's SuperAgent, capable of independently exploring, coding, and executing tasks.
3. https://github.com/NousResearch/hermes-agent — An autonomous agent featuring memory capabilities that evolve over time.
4. https://github.com/mvanhorn/last30days-skill — An agent designed to search for information across Reddit, X, YouTube, and Hacker News.
5. https://github.com/hacksider/Deep-Live-Cam — A real-time face-swapping tool based on a single reference image.
6. https://github.com/TauricResearch/TradingAgents — A multi-agent trading system leveraging large language models (LLMs).
7. https://github.com/hesreallyhim/awesome-claude-code — A curated collection of top skills and plugins for Claude Code.
8. https://github.com/google-research/timesfm — A foundation model for time series analysis offering zero-shot forecasting capabilities.
9. https://github.com/datalab-to/chandra — Optical Character Recognition (OCR) optimized for complex tables and handwritten text.
10. https://github.com/SakanaAI/AI-Scientist-v2 — A system for automating scientific discoveries through autonomous agents. 🤖
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🔥 Trending Repository: personaplex
📝 Description: PersonaPlex code.
🔗 Repository URL: https://github.com/NVIDIA/personaplex
📖 Readme: https://github.com/NVIDIA/personaplex#readme
📊 Statistics:
🌟 Stars: 7k
👀 Watchers: 83
🍴 Forks: 1k
💻 Programming Languages: Python - TypeScript
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
13 272
🔥 Trending Repository: ollama
📝 Description: Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
🔗 Repository URL: https://github.com/ollama/ollama
🌐 Website: https://ollama.com
📖 Readme: https://github.com/ollama/ollama#readme
📊 Statistics:
🌟 Stars: 167k
👀 Watchers: 924
🍴 Forks: 15.4k
💻 Programming Languages: Go - C - TypeScript - C++ - Objective-C - Shell
🏷️ Related Topics:
#go #golang #llama #glm #minimax #gemma #mistral #llm #llms #ollama #qwen #deepseek #llama3 #gemma3 #gpt_oss================================== 🧠 By: https://t.me/DataScienceM
13 272
🔥 Trending Repository: qmd
📝 Description: mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local
🔗 Repository URL: https://github.com/tobi/qmd
📖 Readme: https://github.com/tobi/qmd#readme
📊 Statistics:
🌟 Stars: 18.3k
👀 Watchers: 74
🍴 Forks: 1.1k
💻 Programming Languages: TypeScript - Python - Shell
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
13 272
🔥 Trending Repository: LiteRT-LM
📝 Description: No description available
🔗 Repository URL: https://github.com/google-ai-edge/LiteRT-LM
📖 Readme: https://github.com/google-ai-edge/LiteRT-LM#readme
📊 Statistics:
🌟 Stars: 1.3k
👀 Watchers: 41
🍴 Forks: 171
💻 Programming Languages: C++ - CMake - Starlark - Rust - Python - Kotlin
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
13 272
🔥 Trending Repository: gallery
📝 Description: A gallery that showcases on-device ML/GenAI use cases and allows people to try and use models locally.
🔗 Repository URL: https://github.com/google-ai-edge/gallery
📖 Readme: https://github.com/google-ai-edge/gallery#readme
📊 Statistics:
🌟 Stars: 16.3k
👀 Watchers: 173
🍴 Forks: 1.5k
💻 Programming Languages: Kotlin - HTML
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
13 272
Repost from Machine Learning with Python
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13 272
Repost from Machine Learning with Python
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13 272
🔥 Trending Repository: tdesktop
📝 Description: Telegram Desktop messaging app
🔗 Repository URL: https://github.com/telegramdesktop/tdesktop
🌐 Website: https://desktop.telegram.org/
📖 Readme: https://github.com/telegramdesktop/tdesktop#readme
📊 Statistics:
🌟 Stars: 30.6k
👀 Watchers: 892
🍴 Forks: 6.5k
💻 Programming Languages: C++ - Objective-C++ - CMake - Python - CSS - Shell
🏷️ Related Topics:
#multi_platform #telegram #messenger #telegram_desktop #telegram_solution================================== 🧠 By: https://t.me/DataScienceM
