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总结了后端面试八股文中的重点,希望能帮助各位准备互联网开发岗校招面试的同学。

1,054 123 Updated Feb 14, 2023

Roadmap to becoming a Java developer in 2024

Java 3,956 544 Updated Dec 17, 2023

《深度学习入门-基于Python的理论与实现》,包含源代码和高清PDF(带书签);慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》;《菜菜的机器学习sklearn》

Jupyter Notebook 1,187 357 Updated Nov 3, 2021

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

JavaScript 54,778 15,884 Updated Jun 26, 2024

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Jupyter Notebook 25,202 12,911 Updated Oct 3, 2023

算法理论基础知识应知应会

2,558 510 Updated Oct 30, 2022

人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码

265 80 Updated Feb 24, 2021

金融新闻数据挖掘分析

C++ 313 123 Updated Mar 25, 2018

《python数据分析与挖掘实战》的代码笔记

Python 1,700 695 Updated Aug 2, 2020

大数据/数据挖掘/推荐系统/机器学习相关资源

1,372 972 Updated Oct 14, 2019

大数据学习,从零开始学习大数据,包含大数据学习各阶段学习视频、面试资料

2,708 871 Updated Nov 5, 2024

Deep Learning Book Chinese Translation

TeX 35,766 9,115 Updated Dec 3, 2019

本项目对中文版《动手学深度学习》中的代码进行了PyTorch实现并整理为PDF版本供下载

Jupyter Notebook 548 171 Updated May 19, 2021

《统计学习方法》笔记-基于Python算法实现

Jupyter Notebook 2,042 670 Updated Jan 9, 2018

《统计学习方法》笔记-基于Python算法实现

Jupyter Notebook 64 28 Updated Mar 9, 2018

The key codes of paper "Vocabulary-informed Zero-shot and Open-set Learning"

MATLAB 6 2 Updated Jun 4, 2019

人工智能学习资料超全整理,包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

522 70 Updated Jan 31, 2021

YSDA course in Natural Language Processing

Jupyter Notebook 9,792 2,593 Updated Nov 2, 2024

LeetCode 101:力扣刷题指南

8,425 1,141 Updated Oct 22, 2024

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

Jupyter Notebook 1,940 463 Updated Jan 22, 2023

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

Python 33,839 10,123 Updated Oct 8, 2024

各种nlp 框架(自然语言处理)集成以及使用包括 word2vec nltk textblob crf++ 等

Python 192 68 Updated Jun 20, 2020

📖 [译] 面向机器学习的特征工程

JavaScript 2,499 677 Updated Aug 25, 2023

《Natural Language Processing with PyTorch》中文翻译

JavaScript 719 186 Updated Jan 4, 2021

A Code-First Introduction to NLP course

Jupyter Notebook 3,425 1,481 Updated Mar 22, 2023
Python 173 42 Updated Dec 6, 2022

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

15,434 2,817 Updated Feb 1, 2024

XLNet: Generalized Autoregressive Pretraining for Language Understanding

Python 6,183 1,178 Updated May 28, 2023

A Joint Chinese segmentation and POS tagger based on bidirectional GRU-CRF

Python 151 44 Updated Mar 27, 2018

Convolutional neural network and word embeddings for Chinese word segmentation

Python 143 53 Updated May 11, 2022
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