Forwarded from Machine Learning with Python
AI Engineering roadmap that beginners can actually follow. Everything is based on 100% free, open-source, and community resources
All resources can be found here: GitHub
👉 @codeprogrammer
All resources can be found here: GitHub
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🔥 Trending Repository: HuLa
📝 Denoscription: 🍀 A cross-platform instant messaging desktop application with exceptional performance built on Rust + Vue3, compatible with Windows, macOS, Linux, Android, and iOS（一款基于Rust+Vue3极致性能的跨平台即时通讯桌面应用，兼容Windows、MacOS、Linux、Android、IOS）🎉 10月20号 3.0版本重磅发布，敬请期待🎉
🔗 Repository URL: https://github.com/HuLaSpark/HuLa
🌐 Website: https://hulaspark.com
📖 Readme: https://github.com/HuLaSpark/HuLa#readme
📊 Statistics:
🌟 Stars: 3.9K stars
👀 Watchers: 28
🍴 Forks: 516 forks
💻 Programming Languages: Vue - TypeScript - Rust
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: 🍀 A cross-platform instant messaging desktop application with exceptional performance built on Rust + Vue3, compatible with Windows, macOS, Linux, Android, and iOS（一款基于Rust+Vue3极致性能的跨平台即时通讯桌面应用，兼容Windows、MacOS、Linux、Android、IOS）🎉 10月20号 3.0版本重磅发布，敬请期待🎉
🔗 Repository URL: https://github.com/HuLaSpark/HuLa
🌐 Website: https://hulaspark.com
📖 Readme: https://github.com/HuLaSpark/HuLa#readme
📊 Statistics:
🌟 Stars: 3.9K stars
👀 Watchers: 28
🍴 Forks: 516 forks
💻 Programming Languages: Vue - TypeScript - Rust
🏷️ Related Topics:
#windows #macos #rust #webview #chatbot #windows_10 #tsx #tauri #vue3 #windows_11
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
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🔥 Trending Repository: claude-cookbooks
📝 Denoscription: A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
🔗 Repository URL: https://github.com/anthropics/claude-cookbooks
📖 Readme: https://github.com/anthropics/claude-cookbooks#readme
📊 Statistics:
🌟 Stars: 21.2K stars
👀 Watchers: 397
🍴 Forks: 2.3K forks
💻 Programming Languages: Jupyter Notebook - Python
🏷️ Related Topics: Not available
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
🔗 Repository URL: https://github.com/anthropics/claude-cookbooks
📖 Readme: https://github.com/anthropics/claude-cookbooks#readme
📊 Statistics:
🌟 Stars: 21.2K stars
👀 Watchers: 397
🍴 Forks: 2.3K forks
💻 Programming Languages: Jupyter Notebook - Python
🏷️ Related Topics: Not available
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: vcpkg
📝 Denoscription: C++ Library Manager for Windows, Linux, and MacOS
🔗 Repository URL: https://github.com/microsoft/vcpkg
📖 Readme: https://github.com/microsoft/vcpkg#readme
📊 Statistics:
🌟 Stars: 25.8K stars
👀 Watchers: 438
🍴 Forks: 7.1K forks
💻 Programming Languages: CMake - PowerShell - Shell - C++ - Python - C
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: C++ Library Manager for Windows, Linux, and MacOS
🔗 Repository URL: https://github.com/microsoft/vcpkg
📖 Readme: https://github.com/microsoft/vcpkg#readme
📊 Statistics:
🌟 Stars: 25.8K stars
👀 Watchers: 438
🍴 Forks: 7.1K forks
💻 Programming Languages: CMake - PowerShell - Shell - C++ - Python - C
🏷️ Related Topics:
#c #windows #package_manager #visual_studio #cmake #packages #cplusplus #cpp #libraries #vcpkg
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: deepchat
📝 Denoscription: 🐬DeepChat - A smart assistant that connects powerful AI to your personal world
🔗 Repository URL: https://github.com/ThinkInAIXYZ/deepchat
🌐 Website: https://deepchat.thinkinai.xyz/
📖 Readme: https://github.com/ThinkInAIXYZ/deepchat#readme
📊 Statistics:
🌟 Stars: 4.2K stars
👀 Watchers: 46
🍴 Forks: 526 forks
💻 Programming Languages: TypeScript - Vue - JavaScript - CSS - NSIS - HTML
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: 🐬DeepChat - A smart assistant that connects powerful AI to your personal world
🔗 Repository URL: https://github.com/ThinkInAIXYZ/deepchat
🌐 Website: https://deepchat.thinkinai.xyz/
📖 Readme: https://github.com/ThinkInAIXYZ/deepchat#readme
📊 Statistics:
🌟 Stars: 4.2K stars
👀 Watchers: 46
🍴 Forks: 526 forks
💻 Programming Languages: TypeScript - Vue - JavaScript - CSS - NSIS - HTML
🏷️ Related Topics:
#chat #agent #ai #cross_platform #mcp #chatbot #gemini #claude #ai_assistant #ai_chat #chatgpt #deepseek #tool_calling #openai_client #mcp_client #llm_client
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: ebook2audiobook
📝 Denoscription: Generate audiobooks from e-books, voice cloning & 1107+ languages!
🔗 Repository URL: https://github.com/DrewThomasson/ebook2audiobook
📖 Readme: https://github.com/DrewThomasson/ebook2audiobook#readme
📊 Statistics:
🌟 Stars: 11.7K stars
👀 Watchers: 58
🍴 Forks: 897 forks
💻 Programming Languages: Python - Jupyter Notebook - Shell - Dockerfile - Batchfile
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: Generate audiobooks from e-books, voice cloning & 1107+ languages!
🔗 Repository URL: https://github.com/DrewThomasson/ebook2audiobook
📖 Readme: https://github.com/DrewThomasson/ebook2audiobook#readme
📊 Statistics:
🌟 Stars: 11.7K stars
👀 Watchers: 58
🍴 Forks: 897 forks
💻 Programming Languages: Python - Jupyter Notebook - Shell - Dockerfile - Batchfile
🏷️ Related Topics:
#multilingual #windows #linux #docker #mac #kaggle #audiobook #tts #english #epub #chinese #gradio #audiobooks #colab_notebook #voice_cloning #xtts
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
❤1
🔥 Trending Repository: deepdarkCTI
📝 Denoscription: Collection of Cyber Threat Intelligence sources from the deep and dark web
🔗 Repository URL: https://github.com/fastfire/deepdarkCTI
📖 Readme: https://github.com/fastfire/deepdarkCTI#readme
📊 Statistics:
🌟 Stars: 5.8K stars
👀 Watchers: 241
🍴 Forks: 1K forks
💻 Programming Languages: Not available
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: Collection of Cyber Threat Intelligence sources from the deep and dark web
🔗 Repository URL: https://github.com/fastfire/deepdarkCTI
📖 Readme: https://github.com/fastfire/deepdarkCTI#readme
📊 Statistics:
🌟 Stars: 5.8K stars
👀 Watchers: 241
🍴 Forks: 1K forks
💻 Programming Languages: Not available
🏷️ Related Topics:
#cti #threat_intelligence #deepweb #darkweb #cyberhunter
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: storybook
📝 Denoscription: Storybook is the industry standard workshop for building, documenting, and testing UI components in isolation
🔗 Repository URL: https://github.com/storybookjs/storybook
🌐 Website: https://storybook.js.org
📖 Readme: https://github.com/storybookjs/storybook#readme
📊 Statistics:
🌟 Stars: 88K stars
👀 Watchers: 925
🍴 Forks: 9.7K forks
💻 Programming Languages: TypeScript - JavaScript - MDX - Svelte - Vue - CSS
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: Storybook is the industry standard workshop for building, documenting, and testing UI components in isolation
🔗 Repository URL: https://github.com/storybookjs/storybook
🌐 Website: https://storybook.js.org
📖 Readme: https://github.com/storybookjs/storybook#readme
📊 Statistics:
🌟 Stars: 88K stars
👀 Watchers: 925
🍴 Forks: 9.7K forks
💻 Programming Languages: TypeScript - JavaScript - MDX - Svelte - Vue - CSS
🏷️ Related Topics:
#react #javanoscript #stories #testing #html #components #documentation #styleguide #design_systems #angular #typenoscript #ui #react_native #webpack #workshop #vue #web_components #svelte #storybook #vite
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: filebrowser
📝 Denoscription: 📂 Web File Browser
🔗 Repository URL: https://github.com/gtsteffaniak/filebrowser
📖 Readme: https://github.com/gtsteffaniak/filebrowser#readme
📊 Statistics:
🌟 Stars: 3.9K stars
👀 Watchers: 17
🍴 Forks: 155 forks
💻 Programming Languages: Go - Vue - JavaScript - TypeScript - CSS - HTML
🏷️ Related Topics: Not available
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: 📂 Web File Browser
🔗 Repository URL: https://github.com/gtsteffaniak/filebrowser
📖 Readme: https://github.com/gtsteffaniak/filebrowser#readme
📊 Statistics:
🌟 Stars: 3.9K stars
👀 Watchers: 17
🍴 Forks: 155 forks
💻 Programming Languages: Go - Vue - JavaScript - TypeScript - CSS - HTML
🏷️ Related Topics: Not available
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
Forwarded from Machine Learning with Python
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Do it in a couple of minutes: just install the python-telegram-bot library, add your #OpenAI #API key and bot token, and the bot will start replying to all messages using #ChatGPT.
from telegram import Update
from telegram.ext import ApplicationBuilder, MessageHandler, filters, ContextTypes
from openai import OpenAI
Specify your keys
OPENAI_API_KEY = "sk-..."
TELEGRAM_TOKEN = "123456789:ABC..."
client = OpenAI(api_key=OPENAI_API_KEY)
async def handle_message(update: Update, context: ContextTypes.DEFAULT_TYPE):
user_text = update.message.text
response = client.chat.completions.create(
model="gpt-4o-mini",
messages=[{"role": "user", "content": user_text}]
)
await update.message.reply_text(response.choices[0].message.content)
app = ApplicationBuilder().token(TELEGRAM_TOKEN).build()
app.add_handler(MessageHandler(filters.TEXT & ~filters.COMMAND, handle_message))
app.run_polling()
https://news.1rj.ru/str/CodeProgrammer
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🔥 Trending Repository: yaak
📝 Denoscription: The most intuitive desktop API client. Organize and execute REST, GraphQL, WebSockets, Server Sent Events, and gRPC 🦬
🔗 Repository URL: https://github.com/mountain-loop/yaak
🌐 Website: https://yaak.app
📖 Readme: https://github.com/mountain-loop/yaak#readme
📊 Statistics:
🌟 Stars: 8.2K stars
👀 Watchers: 24
🍴 Forks: 288 forks
💻 Programming Languages: TypeScript - Rust
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: The most intuitive desktop API client. Organize and execute REST, GraphQL, WebSockets, Server Sent Events, and gRPC 🦬
🔗 Repository URL: https://github.com/mountain-loop/yaak
🌐 Website: https://yaak.app
📖 Readme: https://github.com/mountain-loop/yaak#readme
📊 Statistics:
🌟 Stars: 8.2K stars
👀 Watchers: 24
🍴 Forks: 288 forks
💻 Programming Languages: TypeScript - Rust
🏷️ Related Topics:
#graphql #http #websocket #grpc #http_client #sse #tauri #postman_alternative #insomnia_alternative #bruno_alternative
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: skyvern
📝 Denoscription: Automate browser-based workflows with LLMs and Computer Vision
🔗 Repository URL: https://github.com/Skyvern-AI/skyvern
🌐 Website: https://www.skyvern.com
📖 Readme: https://github.com/Skyvern-AI/skyvern#readme
📊 Statistics:
🌟 Stars: 14.7K stars
👀 Watchers: 84
🍴 Forks: 1.3K forks
💻 Programming Languages: Python - TypeScript - MDX - Jinja - JavaScript - Shell
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: Automate browser-based workflows with LLMs and Computer Vision
🔗 Repository URL: https://github.com/Skyvern-AI/skyvern
🌐 Website: https://www.skyvern.com
📖 Readme: https://github.com/Skyvern-AI/skyvern#readme
📊 Statistics:
🌟 Stars: 14.7K stars
👀 Watchers: 84
🍴 Forks: 1.3K forks
💻 Programming Languages: Python - TypeScript - MDX - Jinja - JavaScript - Shell
🏷️ Related Topics:
#python #api #workflow #automation #browser #computer #vision #gpt #browser_automation #rpa #playwright #llm
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: micrograd
📝 Denoscription: A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
🔗 Repository URL: https://github.com/karpathy/micrograd
📖 Readme: https://github.com/karpathy/micrograd#readme
📊 Statistics:
🌟 Stars: 13K stars
👀 Watchers: 162
🍴 Forks: 1.9K forks
💻 Programming Languages: Jupyter Notebook - Python
🏷️ Related Topics: Not available
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
🔗 Repository URL: https://github.com/karpathy/micrograd
📖 Readme: https://github.com/karpathy/micrograd#readme
📊 Statistics:
🌟 Stars: 13K stars
👀 Watchers: 162
🍴 Forks: 1.9K forks
💻 Programming Languages: Jupyter Notebook - Python
🏷️ Related Topics: Not available
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: chat-ui
📝 Denoscription: Open source codebase powering the HuggingChat app
🔗 Repository URL: https://github.com/huggingface/chat-ui
🌐 Website: https://huggingface.co/chat
📖 Readme: https://github.com/huggingface/chat-ui#readme
📊 Statistics:
🌟 Stars: 9.3K stars
👀 Watchers: 88
🍴 Forks: 1.4K forks
💻 Programming Languages: TypeScript - Svelte - CSS - JavaScript - Dockerfile - HTML
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: Open source codebase powering the HuggingChat app
🔗 Repository URL: https://github.com/huggingface/chat-ui
🌐 Website: https://huggingface.co/chat
📖 Readme: https://github.com/huggingface/chat-ui#readme
📊 Statistics:
🌟 Stars: 9.3K stars
👀 Watchers: 88
🍴 Forks: 1.4K forks
💻 Programming Languages: TypeScript - Svelte - CSS - JavaScript - Dockerfile - HTML
🏷️ Related Topics:
#typenoscript #svelte #hacktoberfest #tailwindcss #huggingface #svelte_kit #sveltekit #llm #chatgpt
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: SpacetimeDB
📝 Denoscription: Multiplayer at the speed of light
🔗 Repository URL: https://github.com/clockworklabs/SpacetimeDB
🌐 Website: https://spacetimedb.com
📖 Readme: https://github.com/clockworklabs/SpacetimeDB#readme
📊 Statistics:
🌟 Stars: 17.7K stars
👀 Watchers: 76
🍴 Forks: 619 forks
💻 Programming Languages: Rust - C++ - C# - TypeScript - Python - Shell
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: Multiplayer at the speed of light
🔗 Repository URL: https://github.com/clockworklabs/SpacetimeDB
🌐 Website: https://spacetimedb.com
📖 Readme: https://github.com/clockworklabs/SpacetimeDB#readme
📊 Statistics:
🌟 Stars: 17.7K stars
👀 Watchers: 76
🍴 Forks: 619 forks
💻 Programming Languages: Rust - C++ - C# - TypeScript - Python - Shell
🏷️ Related Topics:
#database #smart_contracts #game_development #relational_database #relational #dataoriented
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: qBittorrent
📝 Denoscription: qBittorrent BitTorrent client
🔗 Repository URL: https://github.com/qbittorrent/qBittorrent
🌐 Website: https://www.qbittorrent.org
📖 Readme: https://github.com/qbittorrent/qBittorrent#readme
📊 Statistics:
🌟 Stars: 33.4K stars
👀 Watchers: 425
🍴 Forks: 4.4K forks
💻 Programming Languages: C++ - JavaScript - HTML - Python - CSS - CMake
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: qBittorrent BitTorrent client
🔗 Repository URL: https://github.com/qbittorrent/qBittorrent
🌐 Website: https://www.qbittorrent.org
📖 Readme: https://github.com/qbittorrent/qBittorrent#readme
📊 Statistics:
🌟 Stars: 33.4K stars
👀 Watchers: 425
🍴 Forks: 4.4K forks
💻 Programming Languages: C++ - JavaScript - HTML - Python - CSS - CMake
🏷️ Related Topics:
#c_plus_plus #torrent #bittorrent #bittorrent_client #torrent_client #crossplatform
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: OpenVoice
📝 Denoscription: Instant voice cloning by MIT and MyShell. Audio foundation model.
🔗 Repository URL: https://github.com/myshell-ai/OpenVoice
🌐 Website: https://research.myshell.ai/open-voice
📖 Readme: https://github.com/myshell-ai/OpenVoice#readme
📊 Statistics:
🌟 Stars: 34.7K stars
👀 Watchers: 243
🍴 Forks: 3.8K forks
💻 Programming Languages: Python - Jupyter Notebook
🏷️ Related Topics:
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: Instant voice cloning by MIT and MyShell. Audio foundation model.
🔗 Repository URL: https://github.com/myshell-ai/OpenVoice
🌐 Website: https://research.myshell.ai/open-voice
📖 Readme: https://github.com/myshell-ai/OpenVoice#readme
📊 Statistics:
🌟 Stars: 34.7K stars
👀 Watchers: 243
🍴 Forks: 3.8K forks
💻 Programming Languages: Python - Jupyter Notebook
🏷️ Related Topics:
#text_to_speech #tts #voice_clone #zero_shot_tts
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
Forwarded from Free Online Courses
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ENG. Hussein Sheikho
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Learning Python for science is
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🖥 Repo: Project Based Learning
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Project-based tutorials in AI and machine learning for all levels.
🖥 Repo: Awesome Jupyter
A curated collection of notebooks, tools, and powerful libraries for working with Jupyter.
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An educational challenge including 100 real projects; you practice and see your progress day by day.
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🔥 Trending Repository: sing-box
📝 Denoscription: The universal proxy platform
🔗 Repository URL: https://github.com/SagerNet/sing-box
🌐 Website: https://sing-box.sagernet.org/
📖 Readme: https://github.com/SagerNet/sing-box#readme
📊 Statistics:
🌟 Stars: 27.3K stars
👀 Watchers: 180
🍴 Forks: 3.2K forks
💻 Programming Languages: Go - Shell
🏷️ Related Topics: Not available
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
📝 Denoscription: The universal proxy platform
🔗 Repository URL: https://github.com/SagerNet/sing-box
🌐 Website: https://sing-box.sagernet.org/
📖 Readme: https://github.com/SagerNet/sing-box#readme
📊 Statistics:
🌟 Stars: 27.3K stars
👀 Watchers: 180
🍴 Forks: 3.2K forks
💻 Programming Languages: Go - Shell
🏷️ Related Topics: Not available
==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
❤1