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Kobeyond's Projects

bottom-up-attention icon bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

codes-for-machine-learning icon codes-for-machine-learning

This project covers most of the common machine learning algorithms implemented by Python3 and Numpy. The overall idea of my codes follows the book named Machine Learning In Action. However, in order to reconstruct it in a clearer way, I encapsule the codes using OOP(hopefully), and add many mathematical principles in detail, which are not mentioned in the book, to many algorithms.

deeplearning-500-questions icon deeplearning-500-questions

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[email protected] 版权所有,违权必究 Tan 2018.06

docsify-notes icon docsify-notes

目前涵盖的笔记有(Android | LeetCode | React | Vue | GoLang | Java | Python | Scala | BigData | SpringBoot | SpringCloud | MQ | Netty | Linux | 操作系统和硬件 | 计算机网络 | 网络安全 | 推荐系统 | 设计模式 | 文件管理 | DataBase | Elastic-Stack | Docker | Kubernetes | CICD ),把自己最近和之前记录在MD的笔记搬运一下,之前记在OneNote的(Vue的基本都记在OneNote里了)就算了。哈哈.(https://ashiamd.github.io/docsify-notes/)

gpa4.0 icon gpa4.0

GPA4.0+ is an Android APP, aiming to promote mutual help and assistance among college students. In addition, it's also a platform where you can share and get learning materials.

hme-videoqa icon hme-videoqa

Heterogeneous Memory Enhanced Multimodal Attention Model for VideoQA

interview icon interview

📚 C/C++ 技术面试基础知识总结,包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

interviewguide icon interviewguide

计算机校招、社招面试八股文整理,也是《逆袭进大厂》唯一仓库,目前已收录 C/C++ 、操作系统、数据结构、计算机网络、MySQL、Redis等面试资料,未来打算继续收录Java、Python、Go等面试常见问题,坚持将此仓库维护下去。

leetcodeanimation icon leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

notes-for-deep-learning icon notes-for-deep-learning

Notes for deep learning course, given by Andrew Ng on https://mooc.study.163.com/smartSpec/detail/1001319001.htm

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

tankwar-game icon tankwar-game

A GUI tank-war game, implemented by C++, together with sfml graphic library.

tgif-qa icon tgif-qa

Repository for our CVPR 2017 paper: TGIF-QA

treeattention icon treeattention

A Better Way to Attend: Attention with Trees for Video Question Answering

wyxdbms icon wyxdbms

用Java实现了一个关系型数据库,DBMS数据库管理系统,可使用常用增删改查的SQL语句,具有数据字典,数据索引文件,并且实现了启发式查询优化

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