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algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

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

algorithms-explanation

All Algorithms explained in simple English Language with example and links to their implementation in various programming languages and other required resources.

bestofml

The best resources around Machine Learning

c

All Algorithms implemented in C

c-plus-plus

All Algorithms implemented in C++

c-sharp

All algorithms implemented in C#.

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

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

java

All Algorithms implemented in Java

libpku

贵校课程资料民间整理

machine-learning-course

:speech_balloon: Machine Learning Course with Python

machine-learning-learning-notes

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！

machine-learning-reference

常见的机器学习参考资料，包括书籍、公开课等

magic_enum

Static reflection for enums (to string, from string, iteration) for modern C++, work with any enum type without any macro or boilerplate code

matlab-octave

This repository contains algorithms written in MATLAB/Octave. Developing algorithms in the MATLAB environment empowers you to explore and refine ideas, and enables you test and verify your algorithm.

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

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

pytorch-doc-zh

PyTorch 中文文档

r

rekcarc-tsc-uht

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

scala

All Algorithms implemented in Scala

scipy-lecture-notes

Tutorial material on the scientific Python ecosystem

sjtu-courses

上海交通大学课程资料分享

sklearn_pycon2015

Materials for my Pycon 2015 scikit-learn tutorial.

themlbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

udacity-nanodegrees

:mortar_board: List of all Udacity Nanodegree programs with links to the free courses in their curricula

ustc-course

:heart:**科学技术大学课程资源

virgilio

Your new Mentor for Data Science E-Learning.