Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

Admin: @HusseinSheikho || @Hussein_Sheikho
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๐Ÿ”ฅ Trending Repository: immich

๐Ÿ“ Description: High performance self-hosted photo and video management solution.

๐Ÿ”— Repository URL: https://github.com/immich-app/immich

๐ŸŒ Website: https://immich.app

๐Ÿ“– Readme: https://github.com/immich-app/immich#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 73.1K stars
๐Ÿ‘€ Watchers: 242
๐Ÿด Forks: 3.9K forks

๐Ÿ’ป Programming Languages: TypeScript - Dart - Svelte - Python - Kotlin - Swift

๐Ÿท๏ธ Related Topics:
#nodejs #javascript #photos #typescript #svelte #photo_gallery #mobile_app #self_hosted #videos #google_photos #flutter #backup_tool #nestjs #photos_management #sveltekit #google_photos_alternative


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๐Ÿง  By: https://t.iss.one/DataScienceM
โค2
๐Ÿ”ฅ Trending Repository: bytebot

๐Ÿ“ Description: Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, operating within a containerized Linux desktop environment.

๐Ÿ”— Repository URL: https://github.com/bytebot-ai/bytebot

๐ŸŒ Website: https://www.bytebot.ai/

๐Ÿ“– Readme: https://github.com/bytebot-ai/bytebot#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 1.4K stars
๐Ÿ‘€ Watchers: 9
๐Ÿด Forks: 119 forks

๐Ÿ’ป Programming Languages: TypeScript - Dockerfile - CSS - Smarty - Scheme - JavaScript - PLpgSQL

๐Ÿท๏ธ Related Topics:
#agent #docker #automation #ai #mcp #desktop #gemini #openai #desktop_automation #agents #cua #ai_agents #ai_tools #llm #anthropic #agentic_ai #computer_use #computer_use_agent #bytebot


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๐Ÿง  By: https://t.iss.one/DataScienceM
๐Ÿ”ฅ Trending Repository: papermark

๐Ÿ“ Description: Papermark is the open-source DocSend alternative with built-in analytics and custom domains.

๐Ÿ”— Repository URL: https://github.com/mfts/papermark

๐ŸŒ Website: https://papermark.com

๐Ÿ“– Readme: https://github.com/mfts/papermark#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 7.1K stars
๐Ÿ‘€ Watchers: 23
๐Ÿด Forks: 976 forks

๐Ÿ’ป Programming Languages: TypeScript

๐Ÿท๏ธ Related Topics:
#open_source #pdf #typescript #nextjs #postgresql #hacktoberfest #prisma #tailwindcss #dataroom #next_auth #zod


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๐Ÿง  By: https://t.iss.one/DataScienceM
โค1
๐Ÿ”ฅ Trending Repository: BillionMail

๐Ÿ“ Description: BillionMail gives you open-source MailServer, NewsLetter, Email Marketing โ€” fully self-hosted, dev-friendly, and free from monthly fees. Join the discord:https://discord.gg/asfXzBUhZr

๐Ÿ”— Repository URL: https://github.com/aaPanel/BillionMail

๐ŸŒ Website: https://www.billionmail.com/

๐Ÿ“– Readme: https://github.com/aaPanel/BillionMail#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 8.9K stars
๐Ÿ‘€ Watchers: 39
๐Ÿด Forks: 768 forks

๐Ÿ’ป Programming Languages: Go - Shell

๐Ÿท๏ธ Related Topics:
#mail #server #email #postfix #email_marketing #newsletter #smtp #dovecot #newsletters #mailserver #rspamd


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๐Ÿง  By: https://t.iss.one/DataScienceM
โค1๐Ÿ”ฅ1
๐Ÿ”ฅ Trending Repository: SPlayer

๐Ÿ“ Description: ๐ŸŽ‰ ไธ€ไธช็ฎ€็บฆ็š„้Ÿณไนๆ’ญๆ”พๅ™จ๏ผŒๆ”ฏๆŒ้€ๅญ—ๆญŒ่ฏ๏ผŒไธ‹่ฝฝๆญŒๆ›ฒ๏ผŒๅฑ•็คบ่ฏ„่ฎบๅŒบ๏ผŒ้Ÿณไนไบ‘็›˜ๅŠๆญŒๅ•็ฎก็†๏ผŒ้Ÿณไน้ข‘่ฐฑ๏ผŒ็งปๅŠจ็ซฏๅŸบ็ก€้€‚้… | ็ฝ‘ๆ˜“ไบ‘้Ÿณไน | A minimalist music player

๐Ÿ”— Repository URL: https://github.com/imsyy/SPlayer

๐Ÿ“– Readme: https://github.com/imsyy/SPlayer#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 4.7K stars
๐Ÿ‘€ Watchers: 16
๐Ÿด Forks: 835 forks

๐Ÿ’ป Programming Languages: Vue - TypeScript - HTML - JavaScript - SCSS - Shell

๐Ÿท๏ธ Related Topics:
#javascript #music #music_player #vue #music_library #musicplayer #splayer #vue3 #vite #pinia


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๐Ÿง  By: https://t.iss.one/DataScienceM
โค2
๐Ÿ”ฅ Trending Repository: GhostTrack

๐Ÿ“ Description: Useful tool to track location or mobile number

๐Ÿ”— Repository URL: https://github.com/HunxByts/GhostTrack

๐Ÿ“– Readme: https://github.com/HunxByts/GhostTrack#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 1.9K stars
๐Ÿ‘€ Watchers: 51
๐Ÿด Forks: 313 forks

๐Ÿ’ป Programming Languages: Python

๐Ÿท๏ธ 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


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๐Ÿง  By: https://t.iss.one/DataScienceM
๐Ÿ”ฅ Trending Repository: UI-TARS

๐Ÿ“ Description: No description available

๐Ÿ”— Repository URL: https://github.com/bytedance/UI-TARS

๐Ÿ“– Readme: https://github.com/bytedance/UI-TARS#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 7.1K stars
๐Ÿ‘€ Watchers: 79
๐Ÿด Forks: 492 forks

๐Ÿ’ป Programming Languages: Python - Makefile

๐Ÿท๏ธ Related Topics:
#research


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๐Ÿง  By: https://t.iss.one/DataScienceM
๐Ÿ”ฅ Trending Repository: puter

๐Ÿ“ Description: ๐ŸŒ The Internet OS! Free, Open-Source, and Self-Hostable.

๐Ÿ”— Repository URL: https://github.com/HeyPuter/puter

๐ŸŒ Website: https://puter.com

๐Ÿ“– Readme: https://github.com/HeyPuter/puter#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 35K stars
๐Ÿ‘€ Watchers: 189
๐Ÿด Forks: 2.7K forks

๐Ÿ’ป Programming Languages: JavaScript - CSS - HTML - Shell - Dockerfile - Nix

๐Ÿท๏ธ Related Topics:
#javascript #open_source #gui #cloud #dropbox #storage #os #desktop #cloud_storage #osjs #operating_system #remote_desktop #webtop #web_desktop #desktop_environment #nas #web_os #good_first_issue #cloud_os #puter


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๐Ÿง  By: https://t.iss.one/DataScienceM
๐Ÿ”ฅ Trending Repository: mcp

๐Ÿ“ Description: AWS MCP Servers โ€” helping you get the most out of AWS, wherever you use MCP.

๐Ÿ”— Repository URL: https://github.com/awslabs/mcp

๐ŸŒ Website: https://awslabs.github.io/mcp/

๐Ÿ“– Readme: https://github.com/awslabs/mcp#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 5.6K stars
๐Ÿ‘€ Watchers: 55
๐Ÿด Forks: 747 forks

๐Ÿ’ป Programming Languages: Python - Shell - Dockerfile - HTML - Jinja - TypeScript - CSS

๐Ÿท๏ธ Related Topics:
#aws #mcp #mcp_servers #mcp_server #modelcontextprotocol #mcp_client #mcp_tools #mcp_host #mcp_clients


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๐Ÿง  By: https://t.iss.one/DataScienceM
โค1
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โœจ Training YOLOv12 for Detecting Pothole Severity Using a Custom Dataset โœจ

๐Ÿ“– Table of Contents Training YOLOv12 for Detecting Pothole Severity Using a Custom Dataset Introduction Dataset and Task Overview About the Dataset What Are We Detecting? Defining Pothole Severity Can the Pothole Severity Logic Be Improved? Configuring Your Development Environment Trainingโ€ฆ...

๐Ÿท๏ธ #ComputerVision #DeepLearning #ObjectDetection #Tutorial #YOLO
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โœจ Breaking the CNN Mold: YOLOv12 Brings Attention to Real-Time Object Detection โœจ

๐Ÿ“– Table of Contents Breaking the CNN Mold: YOLOv12 Brings Attention to Real-Time Object Detection The YOLO Evolution (Quick Recap) YOLOv8: Introducing the C2f Module and OBB Support YOLOv9: Programmable Gradient Information and GELAN YOLOv10: NMS-Free Training and Dual Assignments YOLOv11:โ€ฆ...

๐Ÿท๏ธ #AttentionMechanisms #DeepLearning #RealTimeObjectDetection #Tutorial #YOLOSeries
โœจ Training YOLOv12 for Detecting Pothole Severity Using a Custom Dataset โœจ

๐Ÿ“– Table of Contents Training YOLOv12 for Detecting Pothole Severity Using a Custom Dataset Introduction Dataset and Task Overview About the Dataset What Are We Detecting? Defining Pothole Severity Can the Pothole Severity Logic Be Improved? Configuring Your Development Environment Trainingโ€ฆ...

๐Ÿท๏ธ #ComputerVision #DeepLearning #ObjectDetection #Tutorial #YOLO
โœจ Breaking the CNN Mold: YOLOv12 Brings Attention to Real-Time Object Detection โœจ

๐Ÿ“– Table of Contents Breaking the CNN Mold: YOLOv12 Brings Attention to Real-Time Object Detection The YOLO Evolution (Quick Recap) YOLOv8: Introducing the C2f Module and OBB Support YOLOv9: Programmable Gradient Information and GELAN YOLOv10: NMS-Free Training and Dual Assignments YOLOv11:โ€ฆ...

๐Ÿท๏ธ #AttentionMechanisms #DeepLearning #RealTimeObjectDetection #Tutorial #YOLOSeries
โœจ Building a Multimodal Gradio Chatbot with Llama 3.2 Using the Ollama API โœจ

๐Ÿ“– Table of Contents Building a Multimodal Gradio Chatbot with Llama 3.2 Using the Ollama API What Is Gradio and Why Is It Ideal for Chatbots? The Chatbot Youโ€™ll Build Today ๐Ÿš€ What Is Ollama and the Ollama API Functionality Ollamaโ€ฆ...

๐Ÿท๏ธ #AIApplications #Chatbots #DeepLearning #Gradio #LargeLanguageModels #OpenSource #Tutorial
โœจ NeRFs Explained: Goodbye Photogrammetry? โœจ

๐Ÿ“– Table of Contents NeRFs Explained: Goodbye Photogrammetry? How Do NeRFs Work? Block #A: We Begin with a 5D Input Block #B: The Neural Network and Its Output Block #C: Volumetric Rendering The NeRF Problem and Evolutions Summary and Next Stepsโ€ฆ...

๐Ÿท๏ธ #3DComputerVision #3DReconstruction #DeepLearning #NeuralNetworks #Photogrammetry #Tutorial
โœจ Face detection with dlib (HOG and CNN) โœจ

๐Ÿ“– In this tutorial, you will learn how to perform face detection with the dlib library using both HOG + Linear SVM and CNNs. The dlib library is arguably one of the most utilized packages for face recognition. A Python packageโ€ฆ...

๐Ÿท๏ธ #dlib #FaceApplications #Tutorials
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โœจ Optimizing dlib shape predictor accuracy with find_min_global โœจ

๐Ÿ“– In this tutorial you will learn how to use dlibโ€™s find_min_global function to optimize the options and hyperparameters to dlibโ€™s shape predictor, yielding a more accurate model. A few weeks ago I published a two-part series on using dlib toโ€ฆ...

๐Ÿท๏ธ #dlib #FaceApplications #FacialLandmarks #ShapePredictors #Tutorials
โœจ Tuning dlib shape predictor hyperparameters to balance speed, accuracy, and model size โœจ

๐Ÿ“– In this tutorial, you will learn how to optimally tune dlibโ€™s shape predictor hyperparameters and options to obtain a shape predictor that balances speed, accuracy, and model size. Today is part two in our two-part series on training custom shapeโ€ฆ...

๐Ÿท๏ธ #dlib #FaceApplications #FacialLandmarks #ShapePredictors #Tutorials
โœจ Training a custom dlib shape predictor โœจ

๐Ÿ“– In this tutorial, you will learn how to train your own custom dlib shape predictor. Youโ€™ll then learn how to take your trained dlib shape predictor and use it to predict landmarks on input images and real-time video streams. Todayโ€ฆ...

๐Ÿท๏ธ #dlib #FaceApplications #FacialLandmarks #ShapePredictors #Tutorials
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โœจ Introduction to OpenCV AI Kit (OAK) โœจ

๐Ÿ“– Table of Contents Introduction to OpenCV AI Kit (OAK) Introduction OAK Hardware OAK-1 OAK-D Limitation OAK-FFC OAK USB Hardware Offerings OAK PoE Hardware Offerings OAK Developer Kit OAK Modules Comparison Applications on OAK Image Classifier On-Device Face Detection Face Maskโ€ฆ...

๐Ÿท๏ธ #EmbeddedIoTandComputerVision #EmbeddedIoTComputerVision #OAK #Tutorials
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