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Data Science Jupyter Notebooks
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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.
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🔥 Trending Repository: ubicloud

📝 Denoscription: Open source alternative to AWS. Elastic compute, block storage (non replicated), firewall and load balancer, managed Postgres, K8s, AI inference, and IAM services.

🔗 Repository URL: https://github.com/ubicloud/ubicloud

🌐 Website: https://ubicloud.com

📖 Readme: https://github.com/ubicloud/ubicloud#readme

📊 Statistics:
🌟 Stars: 10.9K stars
👀 Watchers: 63
🍴 Forks: 496 forks

💻 Programming Languages: Ruby - HTML - JavaScript - Go - CSS - Dockerfile

🏷️ Related Topics:
#ruby #linux #kubernetes #opensource #cloud #portable #open #postgresql #hosting #bare_metal #github_actions #managed_cloud


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🧠 By: https://news.1rj.ru/str/DataScienceM
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🔥 Trending Repository: awesome-system-design-resources

📝 Denoscription: Learn System Design concepts and prepare for interviews using free resources.

🔗 Repository URL: https://github.com/ashishps1/awesome-system-design-resources

🌐 Website: https://blog.algomaster.io

📖 Readme: https://github.com/ashishps1/awesome-system-design-resources#readme

📊 Statistics:
🌟 Stars: 26.9K stars
👀 Watchers: 361
🍴 Forks: 6.3K forks

💻 Programming Languages: Java - Python

🏷️ Related Topics:
#computer_science #distributed_systems #awesome #backend #scalability #interview #interview_questions #system_design #hld #high_level_design


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🧠 By: https://news.1rj.ru/str/DataScienceM
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Finally! A Text-to-SQL tool that really works! 😎

Vanna is an open-source RAG framework for complex Text-to-SQL generation. It can work with dynamic data and supports custom training of the RAG model to improve accuracy.

Completely open-source

👉  @DataScienceN
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🔥 Trending Repository: cursor-free-vip

📝 Denoscription: [Support 0.49.x](Reset Cursor AI MachineID & Bypass Higher Token Limit) Cursor Ai ,自动重置机器ID , 免费升级使用Pro功能: You've reached your trial request limit. / Too many free trial accounts used on this machine. Please upgrade to pro. We have this limit in place to prevent abuse. Please let us know if you believe this is a mistake.

🔗 Repository URL: https://github.com/yeongpin/cursor-free-vip

🌐 Website: https://www.cursor.com/

📖 Readme: https://github.com/yeongpin/cursor-free-vip#readme

📊 Statistics:
🌟 Stars: 37.2K stars
👀 Watchers: 206
🍴 Forks: 4.6K forks

💻 Programming Languages: Python - PowerShell - Shell - Batchfile

🏷️ Related Topics:
#automation #free #cursor #cursors #pro #cursor_ide #freetrial #cursorai #cursor_ai


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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: agent-lightning

📝 Denoscription: The absolute trainer to light up AI agents.

🔗 Repository URL: https://github.com/microsoft/agent-lightning

🌐 Website: https://microsoft.github.io/agent-lightning/

📖 Readme: https://github.com/microsoft/agent-lightning#readme

📊 Statistics:
🌟 Stars: 2K stars
👀 Watchers: 11
🍴 Forks: 170 forks

💻 Programming Languages: Python

🏷️ Related Topics:
#agent #reinforcement_learning #mlops #llm #agentic_ai


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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: 3x-ui

📝 Denoscription: Xray panel supporting multi-protocol multi-user expire day & traffic & IP limit (Vmess, Vless, Trojan, ShadowSocks, Wireguard, Tunnel, Mixed, HTTP)

🔗 Repository URL: https://github.com/MHSanaei/3x-ui

🌐 Website: https://news.1rj.ru/str/XrayUI

📖 Readme: https://github.com/MHSanaei/3x-ui#readme

📊 Statistics:
🌟 Stars: 25.1K stars
👀 Watchers: 193
🍴 Forks: 5.1K forks

💻 Programming Languages: HTML - Go - JavaScript - Shell

🏷️ Related Topics:
#tls #tunnel #http #shadowsocks #trojan #x25519 #reality #fail2ban #vmess #wireguard #post_quantum #mixed #ech #vless #shadowsocks2022 #xtls_rprx_vision #xtls_rprx_vision_udp443 #ml_kem_768 #ml_dsa_65


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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: v2rayN

📝 Denoscription: A GUI client for Windows, Linux and macOS, support Xray and sing-box and others

🔗 Repository URL: https://github.com/2dust/v2rayN

🌐 Website: https://v2rayn.2dust.link

📖 Readme: https://github.com/2dust/v2rayN#readme

📊 Statistics:
🌟 Stars: 88.7K stars
👀 Watchers: 821
🍴 Forks: 13.5K forks

💻 Programming Languages: C# - Shell

🏷️ Related Topics:
#windows #proxy #socks5 #shadowsocks #trojan #v2ray #vmess #xray #v2fly #vless #xtls


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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: gitea

📝 Denoscription: Git with a cup of tea! Painless self-hosted all-in-one software development service, including Git hosting, code review, team collaboration, package registry and CI/CD

🔗 Repository URL: https://github.com/go-gitea/gitea

🌐 Website: https://gitea.com

📖 Readme: https://github.com/go-gitea/gitea#readme

📊 Statistics:
🌟 Stars: 51.4K stars
👀 Watchers: 491
🍴 Forks: 6.2K forks

💻 Programming Languages: Go - Handlebars - TypeScript - CSS - JavaScript - Vue

🏷️ Related Topics:
#github #git #go #golang #devops #gitlab #vue #bitbucket #gitea #git_server #cicd #hacktoberfest #npm_registry #git_gui #docker_registry_v2 #github_actions #maven_server


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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: Free-Certifications

📝 Denoscription: A curated list of free courses with certifications. Also available athttps://free-certifications.com/

🔗 Repository URL: https://github.com/cloudcommunity/Free-Certifications

🌐 Website: https://free-certifications.com

📖 Readme: https://github.com/cloudcommunity/Free-Certifications#readme

📊 Statistics:
🌟 Stars: 39.6K stars
👀 Watchers: 755
🍴 Forks: 2.7K forks

💻 Programming Languages: Not available

🏷️ Related Topics:
#learning #awesome #free #awesome_list #freebie #certification #exams #hacktoberfest #free_learning #awesome_lists #freebies #free_course #free_courses #certifications #free_certifications #free_coupon #free_certification #free_coupons #free_voucher #free_vouchers


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🧠 By: https://news.1rj.ru/str/DataScienceM
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🔥 Trending Repository: AFFiNE

📝 Denoscription: There can be more than Notion and Miro. AFFiNE(pronounced [ə‘fain]) is a next-gen knowledge base that brings planning, sorting and creating all together. Privacy first, open-source, customizable and ready to use.

🔗 Repository URL: https://github.com/toeverything/AFFiNE

🌐 Website: https://affine.pro

📖 Readme: https://github.com/toeverything/AFFiNE#readme

📊 Statistics:
🌟 Stars: 56.5K stars
👀 Watchers: 250
🍴 Forks: 3.9K forks

💻 Programming Languages: TypeScript - Swift - Rust - Kotlin - JavaScript - C

🏷️ Related Topics:
#electron #editor #markdown #rust #app #wiki #notes #table #rust_language #workspace #whiteboard #tableview #rust_lang #crdt #knowledge_base #notion #miro #notion_alternative


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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: build-your-own-x

📝 Denoscription: Master programming by recreating your favorite technologies from scratch.

🔗 Repository URL: https://github.com/codecrafters-io/build-your-own-x

🌐 Website: https://codecrafters.io

📖 Readme: https://github.com/codecrafters-io/build-your-own-x#readme

📊 Statistics:
🌟 Stars: 430K stars
👀 Watchers: 6.3k
🍴 Forks: 40.4K forks

💻 Programming Languages: Markdown

🏷️ Related Topics:
#programming #tutorials #free #awesome_list #tutorial_code #tutorial_exercises


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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: zapret

📝 Denoscription: DPI bypass multi platform

🔗 Repository URL: https://github.com/bol-van/zapret

📖 Readme: https://github.com/bol-van/zapret#readme

📊 Statistics:
🌟 Stars: 12.9K stars
👀 Watchers: 169
🍴 Forks: 909 forks

💻 Programming Languages: C - Shell - Makefile

🏷️ Related Topics:
#windows #macos #linux #freebsd #openbsd #openwrt #censorship_circumvention #russian #anti_dpi


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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: goose

📝 Denoscription: an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

🔗 Repository URL: https://github.com/block/goose

🌐 Website: https://block.github.io/goose/

📖 Readme: https://github.com/block/goose#readme

📊 Statistics:
🌟 Stars: 20.6K stars
👀 Watchers: 108
🍴 Forks: 1.9K forks

💻 Programming Languages: Rust - TypeScript - Shell - HTML - Go - Python

🏷️ Related Topics:
#mcp #hacktoberfest


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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: social-analyzer

📝 Denoscription: API, CLI, and Web App for analyzing and finding a person's profile in 1000 social media \ websites

🔗 Repository URL: https://github.com/qeeqbox/social-analyzer

📖 Readme: https://github.com/qeeqbox/social-analyzer#readme

📊 Statistics:
🌟 Stars: 13.9K stars
👀 Watchers: 374
🍴 Forks: 1.2K forks

💻 Programming Languages: JavaScript

🏷️ Related Topics:
#nodejs #javanoscript #python #cli #profile #social_media #osint #analysis #analyzer #pentesting #username #pentest #nodejs_cli #information_gathering #security_tools #reconnaissance #social_analyzer #person_profile #sosint


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🧠 By: https://news.1rj.ru/str/DataScienceM
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🔥 Trending Repository: Depixelization_poc

📝 Denoscription: Depix is a PoC for a technique to recover plaintext from pixelized screenshots.

🔗 Repository URL: https://github.com/spipm/Depixelization_poc

📖 Readme: https://github.com/spipm/Depixelization_poc#readme

📊 Statistics:
🌟 Stars: 2K stars
👀 Watchers: 11
🍴 Forks: 167 forks

💻 Programming Languages: Python

🏷️ Related Topics: Not available

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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: gpui-component

📝 Denoscription: Rust GUI components for building fantastic cross-platform desktop application by using GPUI.

🔗 Repository URL: https://github.com/longbridge/gpui-component

🌐 Website: https://longbridge.github.io/gpui-component/

📖 Readme: https://github.com/longbridge/gpui-component#readme

📊 Statistics:
🌟 Stars: 5.7K stars
👀 Watchers: 27
🍴 Forks: 232 forks

💻 Programming Languages: Rust - Tree-sitter Query - HTML - Shell - Python - C

🏷️ Related Topics:
#rust #gui #cross_platform #uikit #desktop_application #shadcn #gpui


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🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: headscale

📝 Denoscription: An open source, self-hosted implementation of the Tailscale control server

🔗 Repository URL: https://github.com/juanfont/headscale

📖 Readme: https://github.com/juanfont/headscale#readme

📊 Statistics:
🌟 Stars: 32K stars
👀 Watchers: 172
🍴 Forks: 1.7K forks

💻 Programming Languages: Go

🏷️ Related Topics:
#wireguard #tailscale #tailscale_control_server #tailscale_server


==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: ai-engineering-hub

📝 Denoscription: In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

🔗 Repository URL: https://github.com/patchy631/ai-engineering-hub

🌐 Website: https://join.dailydoseofds.com

📖 Readme: https://github.com/patchy631/ai-engineering-hub#readme

📊 Statistics:
🌟 Stars: 19.1K stars
👀 Watchers: 241
🍴 Forks: 3.2K forks

💻 Programming Languages: Jupyter Notebook - Python - TypeScript - HTML - Dockerfile - CSS

🏷️ Related Topics:
#machine_learning #ai #mcp #agents #rag #llms


==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
🔥 Trending Repository: aws-devops-zero-to-hero

📝 Denoscription: AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.

🔗 Repository URL: https://github.com/iam-veeramalla/aws-devops-zero-to-hero

🌐 Website: https://www.youtube.com/@AbhishekVeeramalla

📖 Readme: https://github.com/iam-veeramalla/aws-devops-zero-to-hero#readme

📊 Statistics:
🌟 Stars: 8.9K stars
👀 Watchers: 561
🍴 Forks: 13.2K forks

💻 Programming Languages: Python - HCL - Shell - Dockerfile

🏷️ Related Topics: Not available

==================================
🧠 By: https://news.1rj.ru/str/DataScienceM
Forwarded from Machine Learning
In Python, building AI-powered Telegram bots unlocks massive potential for image generation, processing, and automation—master this to create viral tools and ace full-stack interviews! 🤖

# Basic Bot Setup - The foundation (PTB v20+ Async)
from telegram.ext import Application, CommandHandler, MessageHandler, filters

async def start(update, context):
await update.message.reply_text(
" AI Image Bot Active!\n"
"/generate - Create images from text\n"
"/enhance - Improve photo quality\n"
"/help - Full command list"
)

app = Application.builder().token("YOUR_BOT_TOKEN").build()
app.add_handler(CommandHandler("start", start))
app.run_polling()


# Image Generation - DALL-E Integration (OpenAI)
import openai
from telegram.ext import ContextTypes

openai.api_key = os.getenv("OPENAI_API_KEY")

async def generate(update: Update, context: ContextTypes.DEFAULT_TYPE):
if not context.args:
await update.message.reply_text(" Usage: /generate cute robot astronaut")
return

prompt = " ".join(context.args)
try:
response = openai.Image.create(
prompt=prompt,
n=1,
size="1024x1024"
)
await update.message.reply_photo(
photo=response['data'][0]['url'],
caption=f"🎨 Generated: *{prompt}*",
parse_mode="Markdown"
)
except Exception as e:
await update.message.reply_text(f"🔥 Error: {str(e)}")

app.add_handler(CommandHandler("generate", generate))


Learn more: https://hackmd.io/@husseinsheikho/building-AI-powered-Telegram-bots

#Python #TelegramBot #AI #ImageGeneration #StableDiffusion #OpenAI #MachineLearning #CodingInterview #FullStack #Chatbots #DeepLearning #ComputerVision #Programming #TechJobs #DeveloperTips #CareerGrowth #CloudComputing #Docker #APIs #Python3 #Productivity #TechTips


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🎥 Ditto: Innovations in Video Editing with AI

Ditto is an advanced platform for generating high-quality data for instruction-based video editing. It combines the power of image and video generators, creating a unique Ditto-1M dataset with one million examples, enabling the training of models like Editto with outstanding results.

🚀Key highlights:
- Innovative data generation for video editing.
- Unique Ditto-1M dataset with one million examples.
- Efficient model architecture to reduce costs and improve quality.
- Use of an intelligent agent for filtering and quality control.

📌 GitHub: https://github.com/EzioBy/Ditto
👍1