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ML&DL

22 repositories

Making large AI models cheaper, faster and more accessible

Python 38,977 4,346 Updated Dec 25, 2024

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced research…

4,540 297 Updated Jan 21, 2022

李宏毅2021/2022/2023春季机器学习课程课件及作业

Jupyter Notebook 6,347 1,604 Updated Jun 3, 2023

深度学习 李宏毅 2021 学习笔记

HTML 1,531 412 Updated Feb 24, 2023

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

Jupyter Notebook 9,824 1,903 Updated Nov 8, 2024

《统计学习方法》的代码实现

Jupyter Notebook 19,087 6,289 Updated Aug 22, 2023

数据科学的笔记以及资料搜集

Jupyter Notebook 8,239 3,133 Updated Aug 16, 2021

吴恩达老师的机器学习课程个人笔记

HTML 32,433 10,671 Updated Jun 10, 2024

《机器学习》(西瓜书)公式详解

24,245 4,762 Updated Nov 8, 2024

Learning Convolutional Neural Networks with Interactive Visualization.

JavaScript 8,227 1,245 Updated Oct 14, 2023

🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统

C++ 3,338 447 Updated Dec 25, 2024

周志华-机器学习

Jupyter Notebook 266 66 Updated Apr 16, 2020

Exercises answers to the book "machine-learning" written by Prof. Zhou Zhihua of Nanjing University

HTML 536 429 Updated Mar 20, 2019

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

7,358 1,875 Updated Feb 26, 2022

Deezer source separation library including pretrained models.

Python 26,125 2,866 Updated Oct 29, 2024

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python 64,744 11,147 Updated Jul 30, 2024

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Jupyter Notebook 18,524 5,416 Updated Oct 14, 2021

Mathematical derivation and pure Python code implementation of machine learning algorithms.

Jupyter Notebook 1,520 600 Updated Sep 18, 2024

📔 在学院的书架上发现了一本不带脑子就能读懂的书《Python数据挖掘与实战》

Jupyter Notebook 632 204 Updated Sep 6, 2019

High-Resolution 3D Human Digitization from A Single Image.

Python 9,580 1,463 Updated Aug 19, 2024