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中文翻译的 Hands-On-Large-Language-Models (hands-on-llms),动手学习大模型

Jupyter Notebook 1,095 125 Updated Jun 21, 2025

verl: Volcano Engine Reinforcement Learning for LLMs

Python 10,136 1,675 Updated Jun 30, 2025

#1 Locally hosted web application that allows you to perform various operations on PDF files

Java 62,803 5,306 Updated Jun 30, 2025

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

Python 5,671 176 Updated May 31, 2025

VimTutor 中英对照版,给所有想入门Vim的Vimer

281 37 Updated Jul 25, 2024

Roadmap to becoming an Artificial Intelligence Expert in 2022

JavaScript 29,993 2,531 Updated Dec 31, 2023

Bayesian Bandits

Jupyter Notebook 68 7 Updated Sep 3, 2023

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Jupyter Notebook 6,812 1,566 Updated Nov 26, 2024
Jupyter Notebook 81 43 Updated Apr 19, 2023

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 5,261 621 Updated Apr 18, 2025

Pytorch realization of multiple Deep Reinforcement Learning alogrithms(DQN,DDPG,TD3,PPO,A3C...) with openai gym

Python 56 13 Updated Aug 28, 2021

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

Jupyter Notebook 8,670 1,724 Updated Sep 29, 2024

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

Jupyter Notebook 2,579 613 Updated Apr 29, 2025

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial…

11,346 2,476 Updated Jun 2, 2024

《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。

Jupyter Notebook 607 138 Updated Feb 15, 2025

book

698 285 Updated Sep 15, 2023

mml-book-chinese《Mathematics For Machine Learning》机器学习中的数学 中文版

209 24 Updated Aug 17, 2021
C++ 478 60 Updated Dec 22, 2022

Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

Python 7,066 1,391 Updated Jun 23, 2020
50 5 Updated May 29, 2024

🧮 A collection of resources to learn mathematics for machine learning

5,143 528 Updated Jan 24, 2023

《Deep Learning Tuning Playbook》中文翻译版本

130 21 Updated Aug 29, 2023

A playbook for systematically maximizing the performance of deep learning models.

28,863 2,372 Updated Jun 18, 2024

一本系统地教你将深度学习模型的性能最大化的战术手册。

2,910 266 Updated May 27, 2023

Understanding Deep Learning

TeX 8 7 Updated Jul 23, 2024

《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

Jupyter Notebook 15,347 3,043 Updated Jun 13, 2025

DQN examples codes in chapter 4

Roff 43 6 Updated Mar 24, 2023
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