TCANet for motor imagery EEG classification

🖥 Github: https://github.com/tliby/unifork

📕 Paper: https://link.springer.com/article/10.1007/s11571-025-10275-5

🔗 Dataset: https://paperswithcode.com/task/brain-computer-interface

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با عرض سلام نفرات ٢ تا ٤ قابل اضافه شدن به مقاله زير مي باشد.
Title:Probability latent for Recurrent Neural Networks Basic deficiencies


abstract:
Time series prediction analyzes patterns in past data to predict the future. Traditional machine learning algorithms, despite achieving impressive results, require manual feature selection. Automatic feature selection along with the addition of the time concept in deep recurrent networks has led to more suitable solutions. The selection of feature order in deep recurrent networks leads to the provision of different results due to the use of back-propagation. The problem of selecting feature order is an NP-complete problem. . ..... The proposed approach has an improvement of 0.49 over the reviewed approaches in some benchmarks.

Price:
2:500$
3:400$
4:250$

@Raminmousa
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Context Engineering Guide

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A Beginner’s Guide to AirTable for Data Analysis

📚 Guide

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Article Title:
AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning


PDF Download Link:
https://arxiv.org/pdf/2505.24298v2.pdf

GitHub:
• https://github.com/inclusionai/areal

Datasets:
• MATH

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با عرض سلام نيازمند شخصي هستيم كه بتونه در پروژه MedicalRec به ما كمك كنه.
Git:https://github.com/Ramin1Mousa/MedicalRec

هدف اين پروژه ارائه ي يك ريكامندر در حوزه پزشكي است كه از ترين مجدد شبكه ها جلوگيري كنه. كه منجر به صرف جوي در هزينه و صرف جوي در انرژي مصرفي ميشه.
مجموعه داده ها شامل ٣٠٠٠ مقاله بوده كه كامل طي ٣ ماه جمع اوري شده است.
هزينه مشاركت ٥٠٠$ هستش و اسم به عنوان نفر دوم در نظر گرفته ميشه.

Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence

If: 18.6

@Raminmousa

SRT-H: A Hierarchical Framework for Autonomous Surgery via Language Conditioned Imitation Learning


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@Machine_learn

📄 Large Language Models in Genomics—A Perspective on Personalized Medicine



📎 Study the paper


@Machine_learn

با عرض سلام نيازمند شخصي هستيم كه بتونه در پروژه MedicalRec به ما كمك كنه.
Git:https://github.com/Ramin1Mousa/MedicalRec

هدف اين پروژه ارائه ي يك ريكامندر در حوزه پزشكي است كه از ترين مجدد شبكه ها جلوگيري كنه. كه منجر به صرف جوي در هزينه و صرف جوي در انرژي مصرفي ميشه.
مجموعه داده ها شامل ٣٠٠٠ مقاله بوده كه كامل طي ٣ ماه جمع اوري شده است.
هزينه مشاركت ٥٠٠$ هستش و اسم به عنوان نفر دوم در نظر گرفته ميشه.

Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence

If: 18.6

@Raminmousa

Microsoft Build 2025: The age of AI agents and building the open agentic web

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@Machine_learn

Article Title:
AutoAgent: A Fully-Automated and Zero-Code Framework for LLM Agents

PDF Download Link:
https://arxiv.org/pdf/2502.05957v2.pdf

GitHub:
• https://github.com/hkuds/autoagent
• https://github.com/hkuds/auto-deep-research


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Understanding Gradients

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با عرض سلام مقاله مروري تحت عنوان زير رو نوشتيم فردا قرار سابميت بشه اگر كسي از دوستان خواست ميتونه براي جايگاه سوم اقدام كنه.

Survey on evaluation metrics for learning system

@Raminmousa
@paper4money

Parallels Between VLA Model Post-Training and Human Motor Learning: Progress, Challenges, and Trends

🖥 Github: https://github.com/aoqunjin/awesome-vla-post-training

📕 Paper: https://arxiv.org/pdf/2506.20966v1.pdf

🔗 Dataset: https://paperswithcode.com/dataset/imagenet1

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How to Optimize Your Python Code Even If You’re a Beginner

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Reflections on OpenAI


📚 link


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