Data Science Jupyter Notebooks
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Explore the world of Data Science through Jupyter Notebooksβ€”insights, tutorials, and tools to boost your data journey. Code, analyze, and visualize smarter with every post.
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πŸ”₯ Trending Repository: agent-lightning

πŸ“ Description: The absolute trainer to light up AI agents.

πŸ”— Repository URL: https://github.com/microsoft/agent-lightning

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

πŸ“– Readme: https://github.com/microsoft/agent-lightning#readme

πŸ“Š Statistics:
🌟 Stars: 2K stars
πŸ‘€ Watchers: 11
🍴 Forks: 170 forks

πŸ’» Programming Languages: Python

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


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: 3x-ui

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

πŸ”— Repository URL: https://github.com/MHSanaei/3x-ui

🌐 Website: https://t.iss.one/XrayUI

πŸ“– Readme: https://github.com/MHSanaei/3x-ui#readme

πŸ“Š Statistics:
🌟 Stars: 25.1K stars
πŸ‘€ Watchers: 193
🍴 Forks: 5.1K forks

πŸ’» 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://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: v2rayN

πŸ“ Description: A GUI client for Windows, Linux and macOS, support Xray and sing-box and others

πŸ”— Repository URL: https://github.com/2dust/v2rayN

🌐 Website: https://v2rayn.2dust.link

πŸ“– Readme: https://github.com/2dust/v2rayN#readme

πŸ“Š Statistics:
🌟 Stars: 88.7K stars
πŸ‘€ Watchers: 821
🍴 Forks: 13.5K forks

πŸ’» Programming Languages: C# - Shell

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


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: gitea

πŸ“ Description: 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

πŸ”— Repository URL: https://github.com/go-gitea/gitea

🌐 Website: https://gitea.com

πŸ“– Readme: https://github.com/go-gitea/gitea#readme

πŸ“Š Statistics:
🌟 Stars: 51.4K stars
πŸ‘€ Watchers: 491
🍴 Forks: 6.2K forks

πŸ’» 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://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: Free-Certifications

πŸ“ Description: A curated list of free courses with certifications. Also available athttps://free-certifications.com/

πŸ”— Repository URL: https://github.com/cloudcommunity/Free-Certifications

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

πŸ“– Readme: https://github.com/cloudcommunity/Free-Certifications#readme

πŸ“Š Statistics:
🌟 Stars: 39.6K stars
πŸ‘€ Watchers: 755
🍴 Forks: 2.7K forks

πŸ’» 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://t.iss.one/DataScienceM
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πŸ”₯ Trending Repository: AFFiNE

πŸ“ Description: There can be more than Notion and Miro. AFFiNE(pronounced [Ι™β€˜fain]) is a next-gen knowledge base that brings planning, sorting and creating all together. Privacy first, open-source, customizable and ready to use.

πŸ”— Repository URL: https://github.com/toeverything/AFFiNE

🌐 Website: https://affine.pro

πŸ“– Readme: https://github.com/toeverything/AFFiNE#readme

πŸ“Š Statistics:
🌟 Stars: 56.5K stars
πŸ‘€ Watchers: 250
🍴 Forks: 3.9K forks

πŸ’» 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://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: build-your-own-x

πŸ“ Description: Master programming by recreating your favorite technologies from scratch.

πŸ”— Repository URL: https://github.com/codecrafters-io/build-your-own-x

🌐 Website: https://codecrafters.io

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

πŸ“Š Statistics:
🌟 Stars: 430K stars
πŸ‘€ Watchers: 6.3k
🍴 Forks: 40.4K forks

πŸ’» Programming Languages: Markdown

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


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: zapret

πŸ“ Description: DPI bypass multi platform

πŸ”— Repository URL: https://github.com/bol-van/zapret

πŸ“– Readme: https://github.com/bol-van/zapret#readme

πŸ“Š Statistics:
🌟 Stars: 12.9K stars
πŸ‘€ Watchers: 169
🍴 Forks: 909 forks

πŸ’» Programming Languages: C - Shell - Makefile

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


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: goose

πŸ“ Description: an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

πŸ”— Repository URL: https://github.com/block/goose

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

πŸ“– Readme: https://github.com/block/goose#readme

πŸ“Š Statistics:
🌟 Stars: 20.6K stars
πŸ‘€ Watchers: 108
🍴 Forks: 1.9K forks

πŸ’» Programming Languages: Rust - TypeScript - Shell - HTML - Go - Python

🏷️ Related Topics:
#mcp #hacktoberfest


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: social-analyzer

πŸ“ Description: API, CLI, and Web App for analyzing and finding a person's profile in 1000 social media \ websites

πŸ”— Repository URL: https://github.com/qeeqbox/social-analyzer

πŸ“– Readme: https://github.com/qeeqbox/social-analyzer#readme

πŸ“Š Statistics:
🌟 Stars: 13.9K stars
πŸ‘€ Watchers: 374
🍴 Forks: 1.2K forks

πŸ’» Programming Languages: JavaScript

🏷️ Related Topics:
#nodejs #javascript #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://t.iss.one/DataScienceM
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πŸ”₯ Trending Repository: Depixelization_poc

πŸ“ Description: Depix is a PoC for a technique to recover plaintext from pixelized screenshots.

πŸ”— Repository URL: https://github.com/spipm/Depixelization_poc

πŸ“– Readme: https://github.com/spipm/Depixelization_poc#readme

πŸ“Š Statistics:
🌟 Stars: 2K stars
πŸ‘€ Watchers: 11
🍴 Forks: 167 forks

πŸ’» Programming Languages: Python

🏷️ Related Topics: Not available

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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: gpui-component

πŸ“ Description: Rust GUI components for building fantastic cross-platform desktop application by using GPUI.

πŸ”— Repository URL: https://github.com/longbridge/gpui-component

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

πŸ“– Readme: https://github.com/longbridge/gpui-component#readme

πŸ“Š Statistics:
🌟 Stars: 5.7K stars
πŸ‘€ Watchers: 27
🍴 Forks: 232 forks

πŸ’» 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://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: headscale

πŸ“ Description: An open source, self-hosted implementation of the Tailscale control server

πŸ”— Repository URL: https://github.com/juanfont/headscale

πŸ“– Readme: https://github.com/juanfont/headscale#readme

πŸ“Š Statistics:
🌟 Stars: 32K stars
πŸ‘€ Watchers: 172
🍴 Forks: 1.7K forks

πŸ’» Programming Languages: Go

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


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: ai-engineering-hub

πŸ“ Description: In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

πŸ”— Repository URL: https://github.com/patchy631/ai-engineering-hub

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

πŸ“– Readme: https://github.com/patchy631/ai-engineering-hub#readme

πŸ“Š Statistics:
🌟 Stars: 19.1K stars
πŸ‘€ Watchers: 241
🍴 Forks: 3.2K forks

πŸ’» Programming Languages: Jupyter Notebook - Python - TypeScript - HTML - Dockerfile - CSS

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


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🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: aws-devops-zero-to-hero

πŸ“ Description: 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.

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

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

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

πŸ“Š Statistics:
🌟 Stars: 8.9K stars
πŸ‘€ Watchers: 561
🍴 Forks: 13.2K forks

πŸ’» Programming Languages: Python - HCL - Shell - Dockerfile

🏷️ Related Topics: Not available

==================================
🧠 By: https://t.iss.one/DataScienceM
Forwarded from Machine Learning
In Python, building AI-powered Telegram bots unlocks massive potential for image generation, processing, and automationβ€”master this to create viral tools and ace full-stack interviews! πŸ€–

# 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"πŸ”₯ 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


https://t.iss.one/DataScienceM 🦾
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πŸŽ₯ 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.

πŸš€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.

πŸ“Œ GitHub: https://github.com/EzioBy/Ditto
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πŸ”₯ Trending Repository: opentelemetry-collector

πŸ“ Description: OpenTelemetry Collector

πŸ”— Repository URL: https://github.com/open-telemetry/opentelemetry-collector

🌐 Website: https://opentelemetry.io

πŸ“– Readme: https://github.com/open-telemetry/opentelemetry-collector#readme

πŸ“Š Statistics:
🌟 Stars: 5.9K stars
πŸ‘€ Watchers: 88
🍴 Forks: 1.8K forks

πŸ’» Programming Languages: Go

🏷️ Related Topics:
#monitoring #metrics #telemetry #observability #opentelemetry #open_telemetry


==================================
🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: Web-Dev-For-Beginners

πŸ“ Description: 24 Lessons, 12 Weeks, Get Started as a Web Developer

πŸ”— Repository URL: https://github.com/microsoft/Web-Dev-For-Beginners

πŸ“– Readme: https://github.com/microsoft/Web-Dev-For-Beginners#readme

πŸ“Š Statistics:
🌟 Stars: 92.5K stars
πŸ‘€ Watchers: 2.7k
🍴 Forks: 14.4K forks

πŸ’» Programming Languages: JavaScript - HTML - CSS - Vue - Python

🏷️ Related Topics:
#javascript #css #html #learning #education #curriculum #tutorials #microsoft_for_beginners


==================================
🧠 By: https://t.iss.one/DataScienceM
πŸ”₯ Trending Repository: VoiceInk

πŸ“ Description: Voice-to-text app for macOS to transcribe what you say to text almost instantly

πŸ”— Repository URL: https://github.com/Beingpax/VoiceInk

🌐 Website: https://tryvoiceink.com

πŸ“– Readme: https://github.com/Beingpax/VoiceInk#readme

πŸ“Š Statistics:
🌟 Stars: 2.2K stars
πŸ‘€ Watchers: 10
🍴 Forks: 276 forks

πŸ’» Programming Languages: Swift

🏷️ Related Topics:
#macos #swift #macos_app


==================================
🧠 By: https://t.iss.one/DataScienceM