An Introduction to Machine Learning

📖 book

@Machine_learn

با عرض سلام مقالات اين ماه سابميت شده با كمك دوستان
1- Skin cancer detection
Group 1:
-Ramin M(Zanjan University), Saeed C(Tehran), Mohammad.M,*,+, Seyyed Mohammad.O(Sharif),Parsa.H(Sharif), and Soroush.S(
Raderon AI Lab, BC, Canada)
submit: https://www.nature.com/srep/
Group2:
Ramin Mousa(Zanjan),Amir Ali. B(University of Tehran), Hakimeh. K( University of Zanjan)
submit: https://www.sciencedirect.com/journal/computerized-medical-imaging-and-graphics
2- Survey:
Survey on evaluation of metrics for learning system
Ramin Mousa, Masoud.p
submit: https://www.sciencedirect.com/journal/knowledge-based-systems
3- NLP
Group1: multi-domain SA
BertCapsule:
Mohammadali M, Soghra M, Amir.P, Mehrshad.E and Ramin Mousa
submit: https://www.sciencedirect.com/journal/array


به زودي ليستي از كارهاي جديد معرفي ميشه كه در صورت نياز دوستان مي تونن به گروه هامون اضافه بشن.
@Raminmousa
@Machine_learn
https://t.iss.one/+SP9l58Ta_zZmYmY0

The hitchhikers guide to python

📖 Book

@Machine_learn

ليست پروژه هاي جديد كه دوستان مي تونن به تيم هاي ما اضافه بشن.

تيم اول:
Survey on whole slide image

target journal: https://www.nature.com/srep/
نفرات ٤ و ٥ رو كم داريم

تيم دوم :
fmri alzheimer's disease classification
target journal:https://www.sciencedirect.com/journal/computerized-medical-imaging-and-graphics

نفر ٣ رو كم داريم.
@Raminmousa
@Machine_learn
https://t.iss.one/+SP9l58Ta_zZmYmY0

Pattern recognition and machine learning

📖 Link

@Machine_learn

فرصت محدود برای این پروژه ها ...!

Primers • Overview of Large Language Models

📖 Link

@Machine_learn

تيم دوم :
fmri alzheimer's disease classification
target journal:https://www.sciencedirect.com/journal/computerized-medical-imaging-and-graphics

نفر ٣ رو كم داريم.

نيازمند كسي هستيم كه بتونه هزينه سرور رو پرداخت كنه و توي نگارش مقاله كمكمون كنه.

@Raminmousa
@Machine_learn
https://t.iss.one/+SP9l58Ta_zZmYmY0

📖 Penn State University's "Graph Theory"


📌 Lectures

@Machine_learn

📖 General Relativity

📌 Book

@Machine_learn

⚡️ Biggest open text dataset release of the year: SmolTalk is a 1M sample big synthetic dataset that was used to train SmolLM v2.

TL;DR;
🧩 New datasets: Smol-Magpie-Ultra (400K) for instruction tuning; Smol-contraints (36K) for precise output; Smol-rewrite (50K) & Smol-summarize (100K) for rewriting and summarization.
🤝 Public Dataset Integrations: OpenHermes2.5 (100K), MetaMathQA & NuminaMath-CoT, Self-Oss-Starcoder2-Instruct, LongAlign & SystemChats2.0
🥇 Outperforms the new Orca-AgenInstruct 1M when trained with 1.7B and 7B models
🏆 Outperform models trained on OpenHermes and Magpie Pro on IFEval and MT-Bench
distilabel to generate all new synthetic datasets
🤗 Released under Apache 2.0 on huggingface

Apache 2.0

Synthetic generation pipelines and training code released.

Dataset: https://huggingface.co/datasets/HuggingFaceTB/smoltalk
Generation Code: https://github.com/huggingface/smollm
Training Code: https://github.com/huggingface/alignment-handbook/tree/main/recipes/smollm2

@Machine_learn

fmri alzheimer's disease classification
target journal:https://www.sciencedirect.com/journal/computerized-medical-imaging-and-graphics

نفر ٣ رو كم داريم.

نيازمند كسي هستيم كه بتونه هزينه سرور رو پرداخت كنه .

@Raminmousa
@Machine_learn
https://t.iss.one/+SP9l58Ta_zZmYmY0