Machine learning books and papers
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Collection of resources in the form of eBooks related to Data Science, Machine Learning, and similar topics

📖 Github

@Machine_learn
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Nexusflow released Athene v2 72B - competetive with GPT4o & Llama 3.1 405B Chat, Code and Math 🔥

> Arena Hard: GPT4o (84.9) vs Athene v2 (77.9) vs L3.1 405B (69.3)

> Bigcode-Bench Hard: GPT4o (30.8) vs Athene v2 (31.4) vs L3.1 405B (26.4)

> MATH: GPT4o (76.6) vs Athene v2 (83) vs L3.1 405B (73.8)

> Models on the Hub along and work out of the box w/ Transformers 🤗

https://huggingface.co/Nexusflow/Athene-V2-Chat

They also release an Agent model: https://huggingface.co/Nexusflow/Athene-V2-Agent

@Machine_learn
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A Brief Introduction to Neural Networks

📕 Book

@Machine_learn
👍5🔥2
📃Understanding Graph Databases: A Comprehensive Tutorial and Survey

📎 Study paper

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Decision Trees.pdf
5 MB
Decision Trees: A Comprehensive Guide
with Handwritten Notes, Explanations,
and Code

#DT
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NLP Transformer-based Models used for Sentiment Analysis.pdf
6.5 MB
Compare NLP Transformer-based Models used for Sentiment Analysis code

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Machine Learning for Hackers

📖 link

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SLAck: Semantic, Location, and Appearance
Aware Open-Vocabulary Tracking


📖 Arxiv

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5
An Introduction to Machine Learning

📖 book

@Machine_learn
2👍1
Forwarded from Papers
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.me/+SP9l58Ta_zZmYmY0
6🔥2
The hitchhikers guide to python

📖 Book

@Machine_learn
4
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.me/+SP9l58Ta_zZmYmY0
👍31
Machine learning books and papers pinned «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.sc…»
Pattern recognition and machine learning

📖 Link

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5
Primers • Overview of Large Language Models

📖 Link

@Machine_learn
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C O M P U T E R V I S I O N : F O U N D AT I O N S A N D A P P L I C AT I O N S

🖥 book

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📄Advancing biomolecular simulation through exascale HPC, AI and quantum computing


📎 Study the paper

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