Machine Learning
前往频道在 Telegram
Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho
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网络:📈 Telegram 频道 Machine Learning 的分析概览
频道 Machine Learning (@machinelearning9) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 40 398 名订阅者，在 技术与应用 类别中位列第 3 324，并在 叙利亚 地区排名第 225 位。
📊 受众指标与增长动态
自 невідомо 创建以来，项目保持高速增长，吸引了 40 398 名订阅者。
根据 13 七月, 2026 的最新数据，频道保持稳定运转。过去 30 天订阅人数变化为 421，过去 24 小时变化为 25，整体触达仍然可观。
- 认证状态： 未认证
- 互动率 (ER)： 平均受众互动率为 2.65%。内容发布后 24 小时内通常能获得 1.74% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 1 070 次浏览，首日通常累积 701 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 4。
- 主题关注点： 内容集中在 distance, insidead, gpu, learning, degree 等核心主题上。
📝 描述与内容策略
作者将该频道定位为表达主观观点的平台：
“Real Machine Learning — simple, practical, and built on experience.
Learn step by step with clear explanations and working code.
Admin: @HusseinSheikho || @Hussein_Sheikho”
凭借高频更新（最新数据采集于 14 七月, 2026），频道始终保持新鲜度与高覆盖。分析显示受众积极互动，使其成为 技术与应用 类别中的关键影响点。
40 398
订阅者
+2524 小时
+1547 天
+42130 天
帖子存档
40 398
🔥 Trending Repository: RL
📝 Description: Scalable toolkit for efficient model reinforcement
🔗 Repository URL: https://github.com/NVIDIA-NeMo/RL
🌐 Website: https://docs.nvidia.com/nemo/rl/latest/index.html
📖 Readme: https://github.com/NVIDIA-NeMo/RL#readme
📊 Statistics:
🌟 Stars: 715 stars
👀 Watchers: 51
🍴 Forks: 109 forks
💻 Programming Languages: Python - Shell - Dockerfile
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: pest
📝 Description: Pest is an elegant PHP testing Framework with a focus on simplicity, meticulously designed to bring back the joy of testing in PHP.
🔗 Repository URL: https://github.com/pestphp/pest
🌐 Website: https://pestphp.com
📖 Readme: https://github.com/pestphp/pest#readme
📊 Statistics:
🌟 Stars: 10.7K stars
👀 Watchers: 55
🍴 Forks: 404 forks
💻 Programming Languages: PHP
🏷️ Related Topics:
#testing #php #framework #pest================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: SQLBot
📝 Description: 基于大模型和 RAG 的智能问数系统。Text-to-SQL Generation via LLMs using RAG.
🔗 Repository URL: https://github.com/dataease/SQLBot
🌐 Website: https://dataease.cn/sqlbot/
📖 Readme: https://github.com/dataease/SQLBot#readme
📊 Statistics:
🌟 Stars: 968 stars
👀 Watchers: 13
🍴 Forks: 113 forks
💻 Programming Languages: Python - CSS - TypeScript - JavaScript - Shell - HTML
🏷️ Related Topics:
#text_to_sql #rag #nl2sql #text2sql #llm #sqlbot #deepseek #chatbi================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: chartdb
📝 Description: Database diagrams editor that allows you to visualize and design your DB with a single query.
🔗 Repository URL: https://github.com/chartdb/chartdb
🌐 Website: https://chartdb.io
📖 Readme: https://github.com/chartdb/chartdb#readme
📊 Statistics:
🌟 Stars: 18.1K stars
👀 Watchers: 61
🍴 Forks: 968 forks
💻 Programming Languages: TypeScript
🏷️ Related Topics:
#react #visualization #mysql #editor #schema_migrations #typescript #sql #database #sqlite #postgresql #mariadb #db #mssql #erd #db_migration #react_flow #xyflow================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: highway
📝 Description: Performance-portable, length-agnostic SIMD with runtime dispatch
🔗 Repository URL: https://github.com/google/highway
📖 Readme: https://github.com/google/highway#readme
📊 Statistics:
🌟 Stars: 4.9K stars
👀 Watchers: 50
🍴 Forks: 374 forks
💻 Programming Languages: C++ - C - CMake - Starlark - Meson - Shell
🏷️ Related Topics:
#neon #wasm #avx #simd #intrinsics #avx2 #simd_programming #avx512 #simd_parallelism #simd_instructions #simd_library #sse42 #avx_instructions #simd_intrinsics #avx_512================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: awesome-deepseek-integration
📝 Description: Integrate the DeepSeek API into popular softwares
🔗 Repository URL: https://github.com/deepseek-ai/awesome-deepseek-integration
📖 Readme: https://github.com/deepseek-ai/awesome-deepseek-integration#readme
📊 Statistics:
🌟 Stars: 33.5K stars
👀 Watchers: 376
🍴 Forks: 3.7K forks
💻 Programming Languages: Not available
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: univer
📝 Description: Build truly AI-native spreadsheets. Univer is a full-stack framework for creating and editing spreadsheets, documents, and slides on both web and server. With Univer MCP, Univer Sheet is driven directly through natural language.
🔗 Repository URL: https://github.com/dream-num/univer
🌐 Website: https://univer.ai
📖 Readme: https://github.com/dream-num/univer#readme
📊 Statistics:
🌟 Stars: 10.3K stars
👀 Watchers: 87
🍴 Forks: 910 forks
💻 Programming Languages: TypeScript
🏷️ Related Topics:
#productivity #slide #grid #sdk #excel #word #xlsx #spreadsheet #collaboration #office #powerpoint #document #data_table #doc #sheet #ppt #appscript #live_share #univer_mcp================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: puck
📝 Description: The visual editor for React
🔗 Repository URL: https://github.com/puckeditor/puck
🌐 Website: https://puckeditor.com
📖 Readme: https://github.com/puckeditor/puck#readme
📊 Statistics:
🌟 Stars: 8.2K stars
👀 Watchers: 50
🍴 Forks: 550 forks
💻 Programming Languages: TypeScript - MDX - CSS - JavaScript
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: mesh2motion-app
📝 Description: Import a 3D Model and automatically assign and export animations
🔗 Repository URL: https://github.com/scottpetrovic/mesh2motion-app
📖 Readme: https://github.com/scottpetrovic/mesh2motion-app#readme
📊 Statistics:
🌟 Stars: 722 stars
👀 Watchers: 18
🍴 Forks: 66 forks
💻 Programming Languages: TypeScript - HTML - CSS - Python
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: DeepCode
📝 Description: "DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
🔗 Repository URL: https://github.com/HKUDS/DeepCode
📖 Readme: https://github.com/HKUDS/DeepCode#readme
📊 Statistics:
🌟 Stars: 1.7K stars
👀 Watchers: 30
🍴 Forks: 231 forks
💻 Programming Languages: Python
🏷️ Related Topics:
#llm_agent #agentic_coding================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: zls
📝 Description: A language server for Zig supporting developers with features like autocomplete and goto definition
🔗 Repository URL: https://github.com/zigtools/zls
🌐 Website: https://zigtools.org/zls/install/
📖 Readme: https://github.com/zigtools/zls#readme
📊 Statistics:
🌟 Stars: 4K stars
👀 Watchers: 34
🍴 Forks: 379 forks
💻 Programming Languages: Zig - Nix
🏷️ Related Topics:
#language_server #zig #language_server_protocol #lsp #lsp_server #ziglang #zls================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: winapps
📝 Description: Run Windows apps such as Microsoft Office/Adobe in Linux (Ubuntu/Fedora) and GNOME/KDE as if they were a part of the native OS, including Nautilus integration. Hard fork ofhttps://github.com/Fmstrat/winapps/
🔗 Repository URL: https://github.com/winapps-org/winapps
📖 Readme: https://github.com/winapps-org/winapps#readme
📊 Statistics:
🌟 Stars: 4.6K stars
👀 Watchers: 31
🍴 Forks: 155 forks
💻 Programming Languages: Shell - PowerShell - Nix - Batchfile
🏷️ Related Topics:
#windows #linux #docker #integration #kde #gnome #nautilus #qemu #xfce #wine #libvirt #freerdp #linux_app #cassowary #hacktoberfest #qemu_kvm #seamless #podman #nix_flake #winapps================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: clash-verge-rev
📝 Description: A modern GUI client based on Tauri, designed to run in Windows, macOS and Linux for tailored proxy experience
🔗 Repository URL: https://github.com/clash-verge-rev/clash-verge-rev
🌐 Website: https://www.clashverge.dev
📖 Readme: https://github.com/clash-verge-rev/clash-verge-rev#readme
📊 Statistics:
🌟 Stars: 71.6K stars
👀 Watchers: 204
🍴 Forks: 5.4K forks
💻 Programming Languages: TypeScript - Rust - JavaScript - NSIS - Shell - SCSS
🏷️ Related Topics:
#windows #linux #mac #clash #tauri_app #clash_verge #clash_meta #mihomo================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: leantime
📝 Description: Leantime is a goals focused project management system for non-project managers. Building with ADHD, Autism, and dyslexia in mind.
🔗 Repository URL: https://github.com/Leantime/leantime
🌐 Website: https://leantime.io
📖 Readme: https://github.com/Leantime/leantime#readme
📊 Statistics:
🌟 Stars: 6.8K stars
👀 Watchers: 74
🍴 Forks: 715 forks
💻 Programming Languages: PHP - JavaScript - CSS - Blade - Twig - HTML
🏷️ Related Topics:
#php #trello #jira #sql #agile #calendar #projects #project_management #kanban #scrum #lean #strategy #timesheets #asana #gantt #hacktoberfest #notion #retrospective #clickup #leantime================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: GhostTrack
📝 Description: Useful tool to track location or mobile number
🔗 Repository URL: https://github.com/HunxByts/GhostTrack
📖 Readme: https://github.com/HunxByts/GhostTrack#readme
📊 Statistics:
🌟 Stars: 3.3K stars
👀 Watchers: 56
🍴 Forks: 427 forks
💻 Programming Languages: Python
🏷️ Related Topics:
#python #linux #osint #phone_number #information #fyp #hacking #cybersecurity #indonesia #pentesting #ip_geolocation #termux #hacking_tool #information_gathering #python_hacking #termux_tool #osint_python #osint_tool #termux_hacks================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: googletest
📝 Description: GoogleTest - Google Testing and Mocking Framework
🔗 Repository URL: https://github.com/google/googletest
🌐 Website: https://google.github.io/googletest/
📖 Readme: https://github.com/google/googletest#readme
📊 Statistics:
🌟 Stars: 36.8K stars
👀 Watchers: 1.2k
🍴 Forks: 10.5K forks
💻 Programming Languages: C++ - Python - Starlark - CMake - C - Shell - Batchfile
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: sim
📝 Description: Sim is an open-source AI agent workflow builder. Sim's interface is a lightweight, intuitive way to rapidly build and deploy LLMs that connect with your favorite tools.
🔗 Repository URL: https://github.com/simstudioai/sim
🌐 Website: https://www.sim.ai
📖 Readme: https://github.com/simstudioai/sim#readme
📊 Statistics:
🌟 Stars: 11.6K stars
👀 Watchers: 68
🍴 Forks: 1.4K forks
💻 Programming Languages: TypeScript - MDX - Python - CSS - Shell - Smarty
🏷️ Related Topics:
#react #automation #typescript #ai #nextjs #chatbot #artificial_intelligence #gemini #openai #agents #low_code #no_code #rag #anthropic #deepseek #aiagents #agentic_workflow #agent_workflow================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: budibase
📝 Description: Create business apps and automate workflows in minutes. Supports PostgreSQL, MySQL, MariaDB, MSSQL, MongoDB, Rest API, Docker, K8s, and more 🚀 No code / Low code platform..
🔗 Repository URL: https://github.com/Budibase/budibase
🌐 Website: https://budibase.com
📖 Readme: https://github.com/Budibase/budibase#readme
📊 Statistics:
🌟 Stars: 25.9K stars
👀 Watchers: 218
🍴 Forks: 1.9K forks
💻 Programming Languages: TypeScript - Svelte - JavaScript - CSS - Shell - Handlebars
🏷️ Related Topics:
#open_source #internal_tools #workflow_engine #crud_application #workflow_automation #low_code #no_code #rest_api_framework #crud_app #no_code_platform #data_apps #low_code_platform #ai_applications #data_application #workflow_apps #low_code_no_code #sql_gui #ai_app_builder #it_workflows================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: drawnix
📝 Description: 开源白板工具（SaaS），一体化白板，包含思维导图、流程图、自由画等。All in one open-source whiteboard tool with mind, flowchart, freehand and etc.
🔗 Repository URL: https://github.com/plait-board/drawnix
🌐 Website: https://drawnix.com
📖 Readme: https://github.com/plait-board/drawnix#readme
📊 Statistics:
🌟 Stars: 5.5K stars
👀 Watchers: 17
🍴 Forks: 432 forks
💻 Programming Languages: TypeScript - SCSS - HTML
🏷️ Related Topics:
#productivity #drawing #collaboration #whiteboard #flowchart #mindmap #localfirst================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: airi
📝 Description: 💖🧸 Self hosted, you owned Grok Companion, a container of souls of waifu, cyber livings to bring them into our worlds, wishing to achieve Neuro-sama's altitude. Capable of realtime voice chat, Minecraft, Factorio playing. Web / macOS / Windows supported.
🔗 Repository URL: https://github.com/moeru-ai/airi
🌐 Website: https://airi.moeru.ai/docs/
📖 Readme: https://github.com/moeru-ai/airi#readme
📊 Statistics:
🌟 Stars: 7.6K stars
👀 Watchers: 34
🍴 Forks: 552 forks
💻 Programming Languages: Vue - TypeScript - Rust - C++ - HTML - CSS
🏷️ Related Topics:
#live2d #vrm #digital_life #vtuber #neurosama #ai_vtuber #neuro_sama #moeru_ai #ai_companion #grok_companion================================== 🧠 By: https://t.me/DataScienceM
