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ai学习相关
57 repositories

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 18,878 5,433 Updated Oct 14, 2021

动手学CV-Pytorch版

Python 919 186 Updated Feb 8, 2024

PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/

Jupyter Notebook 3,051 465 Updated Feb 23, 2025

《机器学习》(西瓜书)代码实战

Jupyter Notebook 821 168 Updated May 7, 2025

主要存储Datawhale组队学习中“自然语言处理”方向的资料。

Jupyter Notebook 915 261 Updated Sep 17, 2021

水很深的深度学习

129 35 Updated Apr 6, 2024

NLP上手教程

6,129 1,314 Updated May 23, 2021

【干货】史上最全的PyTorch学习资源汇总

Python 4,447 832 Updated Aug 14, 2019

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

Jupyter Notebook 12,494 3,762 Updated Dec 24, 2023

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Python 39,041 7,351 Updated Nov 27, 2022

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

Jupyter Notebook 4,475 1,073 Updated Oct 8, 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 15,207 3,037 Updated May 13, 2025

Datawhale成员整理的面经,内容包括机器学习,CV,NLP,推荐,开发等,欢迎大家star

HTML 2,964 458 Updated Apr 29, 2025

《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 69,747 11,664 Updated Jul 30, 2024

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Jupyter Notebook 4,305 1,240 Updated Jul 25, 2024

2019北京大学《人工智能实践》课程作业

Python 54 8 Updated Jun 19, 2023

A handbook for ML built on answers.

Python 494 47 Updated May 31, 2025

精选机器学习,NLP,图像识别, 深度学习等人工智能领域学习资料,搜索,推荐,广告系统架构及算法技术资料整理。算法大牛笔记汇总

3,443 504 Updated Apr 15, 2024

记录一些读过的论文,给出个人对论文的评分情况并简述论文insight

161 24 Updated Sep 22, 2022

A complete daily plan for studying to become a machine learning engineer.

28,486 6,219 Updated Jun 11, 2024

⚡机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

Python 9,656 5,101 Updated Jul 12, 2024

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

8,320 1,256 Updated Mar 13, 2023

Roadmap to becoming an Artificial Intelligence Expert in 2022

JavaScript 29,931 2,529 Updated Dec 31, 2023

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

HTML 72,612 15,863 Updated Jun 7, 2025

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

Python 5,791 1,977 Updated Apr 29, 2019

深度学习 李宏毅 2021 学习笔记

HTML 1,583 413 Updated Feb 24, 2023

李宏毅2021/2022/2023春季机器学习课程课件及作业

Jupyter Notebook 6,707 1,650 Updated Jun 3, 2023

TensorFlow实战,使用LSTM预测彩票

Jupyter Notebook 392 198 Updated Jun 10, 2019

作業分享:台大李宏毅 (Hung-Yi Lee) 教授的Machine Learning (2016, Fall)

Python 168 67 Updated Mar 25, 2021

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Python 2,088 469 Updated Jan 24, 2024
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