Machine learning books and papers
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DeepSeek-Coder

DeepSeek Coder is composed of a series of code language models, each trained from scratch on 2T tokens, with a composition of 87% code and 13% natural language in both English and Chinese. We provide various sizes of the code model, ranging from 1B to 33B versions. Each model is pre-trained on project-level code corpus by employing a window size of 16K and an extra fill-in-the-blank task, to support project-level code completion and infilling. For coding capabilities, DeepSeek Coder achieves state-of-the-art performance among open-source code models on multiple programming languages and various benchmarks.

Creator: Deepseek-AI
Stars ⭐️: 15.6k
Forked by: 1.5k

Github Repo:
https://github.com/deepseek-ai/DeepSeek-Coder

@Machine_learn
Full PyTorch Implementation of
Compressive Transformer


📚 Link


@Machine_learn
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs

🖥 Github: https://github.com/reml-group/deliberation-on-priors

📕 Paper: https://arxiv.org/abs/2505.15210v1

@Machine_learn
Reinforcement Learning: An Overview

📚 Book


@Machine_learn
The 2025 AI Index Report

📚 Read

@Machine_learn
🎓Advanced Applications of Machine Learning in Bioinformatics



🗓Publish year: 2025

📎 Study thesis


@Machine_learn
فقط نفر سوم از این مقاله باقی مونده....!
🤼 مسابقه‌ برنامه‌نویسی کوئرا در حوزه هوش‌مصنوعی با همکاری فدراسیون کشتی ایران

🎁 بیش از ۶۰ میلیون تومان جایزه نقدی و کلی هدایای جذاب دیگه…

✔️ فرصت استخدام
✔️ گواهینامه معتبر
✔️ فینال حضوری جذاب در کنار بزرگان کشتی ایران!

🌐 اطلاعات بیشتر و ثبت‌نام رایگان:
🔗 https://quera.org/r/qpey6


#Quera
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

24 Apr 2025 · Minju Seo, Jinheon Baek, Seongyun Lee, Sung Ju Hwang ·



Paper: https://arxiv.org/pdf/2504.17192v2.pdf

Code: https://github.com/going-doer/paper2code

@Machine_learn
THE WAY OF CODE The Timeless Art of Vibe Coding

📚 link


@Machine_learn
EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video

📚 Paper

@Machine_learn
TabSTAR: A Foundation Tabular Model With
Semantically Target-Aware Representations


📚 Paper

@Machine_learn
System Card: Claude Opus 4 & Claude Sonnet 4

📚 Book


@Machine_learn
MuLoCo: Muon is a practical inner optimizer for DiLoCo

📚 Read

@Machine_learn
A Tutorial on Meta-Reinforcement
Learning


📚 Read

@Machine_learn