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Kun's Projects

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

apue_notes icon apue_notes

《UNIX环境高级编程》中文第三版笔记

blendernerf icon blendernerf

Easy NeRF synthetic dataset creation within Blender

book3_elements-of-mathematics icon book3_elements-of-mathematics

《数学要素》，583幅图，136个代码文件，其中24个Streamlit App；状态：清华社五审五校中；Github稿件基本稳定，欢迎提意见，会及时修改

book4_power-of-matrix icon book4_power-of-matrix

《矩阵力量》，584幅图，81个代码文件，其中18个Streamlit App；状态：清华社五审五校中；Github稿件基本稳定，欢迎提意见，会及时修改

chatterbot icon chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

cnn-explainer icon cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

codelf icon codelf

Best GitHub stars, repositories tagger and organizer. Search over projects from Github, Bitbucket, Google Code, Codeplex, Sourceforge, Fedora Project, GitLab to find real-world usage variable names

cs-notes icon cs-notes

:books: Computer Science Learning Notes

cs229t icon cs229t

Statistical Learning Theory (CS229T) Lecture Notes

d2l-zh icon d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

deeplearning icon deeplearning

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

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15个章节，近20万字。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

devops-guide icon devops-guide

DevOps Guide - Development to Production all configurations with basic notes to debug efficiently.

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dive-into-dl-tensorflow2.0 icon dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

fastai icon fastai

The fastai deep learning library, plus lessons and and tutorials

fate icon fate

An Industrial Level Federated Learning Framework

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