Ali's Notes

این یک وبسایت عالی برای دیدن کارهای مهم که هر هفته انجام میشه هستش
که توسط Sebastian Raschka مدیریت میشه.
همونجوری که میدونین هر روز یه عالمه مقاله در مورد LLM ها میاد بیرون و نمیشه این ها رو دنبال کرد به راحتی.
برای همین میتونید از این وبسایت استفاده کنید تا نالج خودتون رو آپدیت نگه دارید.

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Sebastianraschka

Ahead of AI | Sebastian Raschka, PhD | Substack

Ahead of AI specializes in Machine Learning & AI research and is read by tens of thousands of researchers and practitioners who want to stay ahead in the ever-evolving field. Click to read Ahead of AI, by Sebastian Raschka, PhD, a Substack publication with…

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5.84K viewsAli Najafi, 11:37

Ali's Notes

یک survey عالی برای کسانی که به Coordinated Online Behaviour علاقه دارند.

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5.63K viewsAli Najafi, 08:41

Ali's Notes

24 دقیقه لذت ببرید.
در مورد polarization در سوشال مدیا

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YouTube Link

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YouTube

Why Wikipedia Works; and Social Media Not So Much - Taha Yasseri

The paradox of openness on the modern Web. The open Web was supposed to be inherently amazing and a force that would improve all of humanity. However, has technology actually made us dumber and led us to devalue the truth? What can we learn from the relative…

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4.21K viewsAli Najafi, edited 13:35

Ali's Notes

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Cuda DataFrame

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https://github.com/rapidsai/cudf

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GitHub

GitHub - rapidsai/cudf: cuDF - GPU DataFrame Library

cuDF - GPU DataFrame Library . Contribute to rapidsai/cudf development by creating an account on GitHub.

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5.57K viewsAli Najafi, edited 06:39

Ali's Notes

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System Design Resources

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https://github.com/NirmalSilwal/system-design-resources

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GitHub

GitHub - NirmalSilwal/system-design-resources: Contains system design materials to prepare for system design interviews 🚩👨‍💻👨‍💻👨‍💻

Contains system design materials to prepare for system design interviews 🚩👨‍💻👨‍💻👨‍💻 - GitHub - NirmalSilwal/system-design-resources: Contains system design materials to prepare for system design i...

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6.05K views14:04

Ali's Notes

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Awesome Math Books

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https://github.com/valeman/Awesome_Math_Books

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GitHub

GitHub - valeman/Awesome_Math_Books

Contribute to valeman/Awesome_Math_Books development by creating an account on GitHub.

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4.55K views17:53

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TGI Multi-LoRA: Deploy Once, Serve 30 models

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https://huggingface.co/blog/multi-lora-serving

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huggingface.co

TGI Multi-LoRA: Deploy Once, Serve 30 Models

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

5.49K views08:22

Ali's Notes

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Statistics for Applications

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https://www.youtube.com/playlist?list=PLUl4u3cNGP60uVBMaoNERc6knT_MgPKS0

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MIT 18.650 Statistics for Applications, Fall 2016

MIT 18.650 Statistics for Applications, Fall 2016 View the complete course: https://ocw.mit.edu/18-650F16 Instructor: Philippe Rigollet This course offers an ...

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4.16K views17:03

Ali's Notes

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Popular sources of data

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✔️

Data.gov: Datasets generated by the executive branch of the
US government https://www.data.gov/
✔️ IPUMS : censuses from the US and many more!
https://www.ipums.org/
✔️ International IPUMS
https://international.ipums.org/international/
✔️ ICPSR https://www.icpsr.umich.edu/icpsrweb/ICPSR/:
A data repository with many data sets on lots of subjects
✔️ Harvard-MIT Data center and Harvard Data verse
https://dataverse.harvard.edu/ where many researchers
archive their data
✔️ Amazon dataverse
https://aws.amazon.com/public-data-sets/
✔️ Demographic and Health surveys
https://www.dhsprogram.com/
✔️ World bank https://data.worldbank.org/
✔️ LSMS (search for LSMS on the world bank data page)
✔️ Rand public-use databases
https://www.rand.org/labor/data.html
✔️ Randomized control trials

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https://dataverse.harvard.edu/dataverse/jpal

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https://dataverse.harvard.edu/dataverse/socialsciencercts
✔️ Many websites that are data intensive are making that data
directly available to people
✔️ 538
✔️ Yahoo data dump : “a sample of anonymized user interactions
on the news feeds of several Yahoo properties”.
https://webscope.sandbox.yahoo.com/catalog.php?datatype=r&did=75
✔️ Uber movement (to come)
https://movement.uber.com/cities
✔️ Some sites are specializing in aggregating data
✔️ Sports data sets https://www.opensourcesports.com/,
https://nbasavant.com/
✔️ Web pages: Way back machine https://archive.org/web/

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2.18K viewsedited 11:27

Ali's Notes

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EVERY PROGRAMMER SHOULD KNOW

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https://github.com/mtdvio/every-programmer-should-know?tab=readme-ov-file

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GitHub

GitHub - mtdvio/every-programmer-should-know: A collection of (mostly) technical things every software developer should know about

A collection of (mostly) technical things every software developer should know about - mtdvio/every-programmer-should-know

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5.16K views19:13

Ali's Notes

🙂

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🙂

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🙂

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🙂

Math Behind Graph Neural Networks

🙂

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🙂

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🙂

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🙂

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https://rish-16.github.io/posts/gnn-math/

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5.22K viewsedited 09:49

Ali's Notes

گیت هاب
قسمت چت رو اضافه کرده به وبسایت

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2.45K viewsedited 17:04

Ali's Notes

گیت هاب قسمت چت رو اضافه کرده به وبسایت @css_nlp

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2.66K viewsedited 17:04

Ali's Notes

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How To Read A Paper Quickly & Effectively | Easy Research Reading Technique

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https://www.youtube.com/watch?v=Gv5ku0eoY6k

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How To Read A Paper Quickly & Effectively | Easy Research Reading Technique

📚 For academic support, proofreading and mentorship https://www.thepagedoctor.com
🧠 Pick my brain, book a 1-1 academic consultation with me https://resources.thepagedoctor.com/l/draminayonisconsultation
🚀 Download my expert-designed academic writing templates…

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3.12K views11:51

Ali's Notes

سال نوتون مبارک باشه
سلامتی و موفقیت و آرامش خاطر براتون آرزو میکنم

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پ.ن: از هر شرایطی استفاده کنید تا با افرادی که تو زندگیتون براتون ارزش دارن
خاطره های خوب بسازید.

چون این فقط خاطره هاست که مارو زنده نگه میدارن❤️

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2.96K viewsedited 11:08

Ali's Notes

https://dilarakkl.github.io/posts/2025-02-19-hiring

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Home

Hiring a postdoctoral researcher and a PhD student for Tübitak-funded project on LLM Privacy

We are recruiting for a postdoctoral researcher and a PhD student with a background in NLP and/or HCI to work on a TÜBİTAK-funded project in Generative AI and Privacy. The project includes a series of quantitative and qualitative studies to understand user…

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1.96K viewsedited 19:52

Ali's Notes

https://www.nature.com/articles/s41587-025-02584-1

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Nature

An open letter to graduate students and other procrastinators: it’s time to write

Nature Biotechnology - An open letter to graduate students and other procrastinators: it’s time to write

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1.99K viewsedited 19:04

Ali's Notes

مقاله خوبی هستش
Instruction Tuning
رو یه جا جمع کرده و دیتاست هایی که استفاده شده و همچنین بنچ مارک هایی که وجود داره!

https://arxiv.org/pdf/2308.10792

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1.39K views12:57

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