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
显示更多📈 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: guia-entrevistas-de-programacion
📝 Description: No description available
🔗 Repository URL: https://github.com/DevCaress/guia-entrevistas-de-programacion
📖 Readme: https://github.com/DevCaress/guia-entrevistas-de-programacion#readme
📊 Statistics:
🌟 Stars: 5.4K stars
👀 Watchers: 92
🍴 Forks: 744 forks
💻 Programming Languages: Not available
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: windows
📝 Description: Windows inside a Docker container.
🔗 Repository URL: https://github.com/dockur/windows
📖 Readme: https://github.com/dockur/windows#readme
📊 Statistics:
🌟 Stars: 37.7K stars
👀 Watchers: 198
🍴 Forks: 2.8K forks
💻 Programming Languages: Shell - Dockerfile
🏷️ Related Topics:
#windows #docker #docker_container #virtualization #windows_vm #windows_virtual_machines #windows_virtual_desktop #windows_virtual_machine================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: theHarvester
📝 Description: E-mails, subdomains and names Harvester - OSINT
🔗 Repository URL: https://github.com/laramies/theHarvester
🌐 Website: http://www.edge-security.com/
📖 Readme: https://github.com/laramies/theHarvester#readme
📊 Statistics:
🌟 Stars: 13.4K stars
👀 Watchers: 319
🍴 Forks: 2.3K forks
💻 Programming Languages: Python - Dockerfile
🏷️ Related Topics:
#python #osint #discovery #emails #recon #information_gathering #blueteam #reconnaissance #redteam #subdomain_enumeration================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: expert
📝 Description: Official Elixir Language Server Protocol implementation
🔗 Repository URL: https://github.com/elixir-lang/expert
🌐 Website: https://www.expert-lsp.org
📖 Readme: https://github.com/elixir-lang/expert#readme
📊 Statistics:
🌟 Stars: 977 stars
👀 Watchers: 16
🍴 Forks: 20 forks
💻 Programming Languages: Elixir - Erlang
🏷️ Related Topics:
#elixir #language_server_protocol #lsp================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: activepieces
📝 Description: AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
🔗 Repository URL: https://github.com/activepieces/activepieces
🌐 Website: https://www.activepieces.com
📖 Readme: https://github.com/activepieces/activepieces#readme
📊 Statistics:
🌟 Stars: 16.5K stars
👀 Watchers: 105
🍴 Forks: 2.4K forks
💻 Programming Languages: TypeScript - HTML - CSS - JavaScript - MDX - Dockerfile
🏷️ Related Topics:
#workflow #mcp #workflows #workflow_automation #ai_agents #ai_agent #mcps #ai_agents_framework #ai_agent_tools #mcp_server #mcp_tools #no_code_automation #n8n_alternative================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: InvenTree
📝 Description: Open Source Inventory Management System
🔗 Repository URL: https://github.com/inventree/InvenTree
🌐 Website: https://docs.inventree.org
📖 Readme: https://github.com/inventree/InvenTree#readme
📊 Statistics:
🌟 Stars: 5.4K stars
👀 Watchers: 72
🍴 Forks: 1K forks
💻 Programming Languages: Python - TypeScript - HTML - Shell - Dockerfile - JavaScript
🏷️ Related Topics:
#python #django #hacktoberfest================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: llm-course
📝 Description: Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
🔗 Repository URL: https://github.com/mlabonne/llm-course
🌐 Website: https://mlabonne.github.io/blog/
📖 Readme: https://github.com/mlabonne/llm-course#readme
📊 Statistics:
🌟 Stars: 60.7K stars
👀 Watchers: 578
🍴 Forks: 6.6K forks
💻 Programming Languages: Not available
🏷️ Related Topics:
#machine_learning #roadmap #course #large_language_models #llm================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: rustdesk
📝 Description: An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.
🔗 Repository URL: https://github.com/rustdesk/rustdesk
🌐 Website: https://rustdesk.com
📖 Readme: https://github.com/rustdesk/rustdesk#readme
📊 Statistics:
🌟 Stars: 96.6K stars
👀 Watchers: 540
🍴 Forks: 14.2K forks
💻 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
40 398
🔥 Trending Repository: hyperswitch
📝 Description: An open source payments switch written in Rust to make payments fast, reliable and affordable
🔗 Repository URL: https://github.com/juspay/hyperswitch
🌐 Website: https://hyperswitch.io/
📖 Readme: https://github.com/juspay/hyperswitch#readme
📊 Statistics:
🌟 Stars: 25K stars
👀 Watchers: 104
🍴 Forks: 3.9K forks
💻 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
40 398
🔥 Trending Repository: transformerlab-app
📝 Description: Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer.
🔗 Repository URL: https://github.com/transformerlab/transformerlab-app
🌐 Website: https://transformerlab.ai/
📖 Readme: https://github.com/transformerlab/transformerlab-app#readme
📊 Statistics:
🌟 Stars: 3.9K stars
👀 Watchers: 31
🍴 Forks: 363 forks
💻 Programming Languages: TypeScript - JavaScript
🏷️ Related Topics:
#electron #transformers #llama #lora #diffusion #mlx #diffusion_models #llms #stability_diffusion #rlhf================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: mercur
📝 Description: Open-source multi-vendor marketplace platform for B2B & B2C. Built on top of MedusaJS. Create your own custom marketplace. 🛍️
🔗 Repository URL: https://github.com/mercurjs/mercur
🌐 Website: https://www.mercurjs.com
📖 Readme: https://github.com/mercurjs/mercur#readme
📊 Statistics:
🌟 Stars: 691 stars
👀 Watchers: 24
🍴 Forks: 152 forks
💻 Programming Languages: TypeScript
🏷️ Related Topics:
#nodejs #javascript #open_source #marketplace #shopping_cart #commerce #medusa #e_commerce #multi_vendor #multivendor_ecommerce #multi_vendor_ecommerce #medusajs #marketplace_solution #medusajs_v2================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: nats-server
📝 Description: High-Performance server for NATS.io, the cloud and edge native messaging system.
🔗 Repository URL: https://github.com/nats-io/nats-server
🌐 Website: https://nats.io
📖 Readme: https://github.com/nats-io/nats-server#readme
📊 Statistics:
🌟 Stars: 17.9K stars
👀 Watchers: 387
🍴 Forks: 1.6K forks
💻 Programming Languages: Go
🏷️ Related Topics:
#go #golang #distributed_systems #cloud #messaging #message_bus #edge #message_queue #cloud_computing #cloud_native #microservices_architecture #nats_server #edge_computing #connected_vehicle #edge_ai================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: humanlayer
📝 Description: HumanLayer enables AI agents to communicate with humans in tool-based and async workflows. Guarantee human oversight of high-stakes function calls with approval workflows across slack, email and more. Bring your LLM and Framework of choice and start giving your AI agents safe access to the world. Agentic Workflows, human in the loop, tool calling
🔗 Repository URL: https://github.com/humanlayer/humanlayer
🌐 Website: https://humanlayer.dev
📖 Readme: https://github.com/humanlayer/humanlayer#readme
📊 Statistics:
🌟 Stars: 1.3K stars
👀 Watchers: 8
🍴 Forks: 136 forks
💻 Programming Languages: TypeScript - Go - Python - CSS - Makefile - Shell
🏷️ Related Topics:
#ai #approval_process #agents #human_in_the_loop #escalation_policy #llm #llms #function_calling #agentic_workflow #agentic_ai #humanlayer #human_as_tool================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: Python
📝 Description: All Algorithms implemented in Python
🔗 Repository URL: https://github.com/TheAlgorithms/Python
🌐 Website: https://thealgorithms.github.io/Python/
📖 Readme: https://github.com/TheAlgorithms/Python#readme
📊 Statistics:
🌟 Stars: 205K stars
👀 Watchers: 6k
🍴 Forks: 47.5K forks
💻 Programming Languages: Python
🏷️ Related Topics:
#python #education #algorithm #practice #interview #sorting_algorithms #learn #algos #algorithm_competitions #sorts #hacktoberfest #algorithms_implemented #community_driven #searches================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: MiniCPM-V
📝 Description: MiniCPM-V 4.5: A GPT-4o Level MLLM for Single Image, Multi Image and Video Understanding on Your Phone
🔗 Repository URL: https://github.com/OpenBMB/MiniCPM-V
📖 Readme: https://github.com/OpenBMB/MiniCPM-V#readme
📊 Statistics:
🌟 Stars: 20.4K stars
👀 Watchers: 145
🍴 Forks: 1.5K forks
💻 Programming Languages: Python - Vue - JavaScript - Shell - Less - CSS
🏷️ Related Topics:
#multi_modal #minicpm #minicpm_v================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: mcp
📝 Description: Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration
🔗 Repository URL: https://github.com/microsoft/mcp
📖 Readme: https://github.com/microsoft/mcp#readme
📊 Statistics:
🌟 Stars: 581 stars
👀 Watchers: 41
🍴 Forks: 90 forks
💻 Programming Languages: C# - PowerShell - Bicep - JavaScript - TypeScript - CSS
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 398
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40 398
🔥 Trending Repository: terraform
📝 Description: Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.
🔗 Repository URL: https://github.com/hashicorp/terraform
🌐 Website: http://developer.hashicorp.com/terraform
📖 Readme: https://github.com/hashicorp/terraform#readme
📊 Statistics:
🌟 Stars: 46.2K stars
👀 Watchers: 1.1k
🍴 Forks: 10K forks
💻 Programming Languages: Go
🏷️ Related Topics:
#cloud #graph #terraform #cloud_management #infrastructure_as_code================================== 🧠 By: https://t.me/DataScienceM
40 398
🔥 Trending Repository: chroma
📝 Description: Open-source search and retrieval database for AI applications.
🔗 Repository URL: https://github.com/chroma-core/chroma
🌐 Website: https://www.trychroma.com/
📖 Readme: https://github.com/chroma-core/chroma#readme
📊 Statistics:
🌟 Stars: 22.2K stars
👀 Watchers: 121
🍴 Forks: 1.8K forks
💻 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
40 398
🔥 Trending Repository: WrenAI
📝 Description: ⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-powered insights in seconds.
🔗 Repository URL: https://github.com/Canner/WrenAI
🌐 Website: https://getwren.ai/oss
📖 Readme: https://github.com/Canner/WrenAI#readme
📊 Statistics:
🌟 Stars: 10.1K stars
👀 Watchers: 70
🍴 Forks: 1K forks
💻 Programming Languages: TypeScript - Python - Go - JavaScript - Less - Dockerfile
🏷️ Related Topics:
#agent #bigquery #charts #sql #postgresql #bedrock #business_intelligence #openai #spreadsheets #vertex #genbi #text_to_sql #rag #text2sql #duckdb #llm #anthropic #sqlai #text_to_chart================================== 🧠 By: https://t.me/DataScienceM
