SamanthaChen

SamanthaChen's Stars

• donnemartin/system-design-primer

  Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

  Language:Python274k6.5k30146.1k

• 521xueweihan/HelloGitHub

  :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

  Language:Python92.6k3k2.7k9.6k

• MisterBooo/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）

  Language:Java75.5k2.6k5914k

• Avik-Jain/100-Days-Of-ML-Code

  100 Days of ML Coding

  45.3k2.4k010.6k

• mli/paper-reading

  深度学习经典、新论文逐段精读

  26.9k72802.4k

• CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

  aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

  Language:Jupyter Notebook26.8k1.4k2457.9k

• datasciencemasters/go

  The Open Source Data Science Masters

  25k1.6k566.2k

• FavioVazquez/ds-cheatsheets

  List of Data Science Cheatsheets to rule the world

  14.6k537173.8k

• egonSchiele/grokking_algorithms

  Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

  Language:JavaScript11.6k327513.8k

• chiphuyen/machine-learning-systems-design

  A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

  Language:HTML9k301101.4k

• alexeygrigorev/data-science-interviews

  Data science interview questions and answers

  Language:HTML8.9k226162k

• amusi/Deep-Learning-Interview-Book

  深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

  7.6k180111.3k

• SharingSource/LogicStack-LeetCode

  公众号「宫水三叶的刷题日记」刷穿 LeetCode 系列文章源码

  7.3k7822954

• Vay-keen/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！

  7.3k21091.9k

• AllenDowney/ThinkStats2

  Text and supporting code for Think Stats, 2nd Edition

  Language:Jupyter Notebook4k2559511.3k

• kojino/120-Data-Science-Interview-Questions

  Answers to 120 commonly asked data science interview questions.

  3.7k12841.3k

• khanhnamle1994/cracking-the-data-science-interview

  A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

  Language:Jupyter Notebook3.7k7421k

• d2l-ai/berkeley-stat-157

  Homepage for STAT 157 at UC Berkeley

  Language:Jupyter Notebook3.7k14571.5k

• youssefHosni/Data-Science-Interview-Questions-Answers

  Curated list of data science interview questions and answers

  3.3k595763

• ninechapter-algorithm/leetcode-linghu-templete

  算法面试必备，推荐刷题网站www.lintcode.com。北大学霸的《LeetCode刷题模板》+V领取: jiuzhangfeifei

  3.2k793775

• gedeck/practical-statistics-for-data-scientists

  Code repository for O'Reilly book

  Language:Jupyter Notebook2.8k71261.8k

• JifuZhao/DS-Take-Home

  My solution to the book A Collection of Data Science Take-Home Challenges

  Language:Jupyter Notebook1.7k391861

• resumejob/Leetcode-retag

  重新分类 Leetcode 高频题

  1.3k151258

• geektutu/interview-questions

  机器学习/深度学习/Python/Go语言面试题笔试题(Machine learning Deep Learning Python and Golang Interview Questions)

  Language:Jupyter Notebook1.1k222205

• stasi009/TakeHomeDataChallenges

  My solution to the book <A collection of Data Science Take-home Challenges>

  Language:Jupyter Notebook978293522

• Interview-Science/interview-english

  English for Tech Interview 面试中的英语

  93115185

• vkosuri/CourseraMachineLearning

  Coursera Machine Learning By Prof. Andrew Ng

  Language:MATLAB537130255

• julycoding/BAT-ML-1000

  BAT机器学习面试1000题系列

  35220062

• sinclam2/fifty-challenging-problems-in-probability

  My solutions to the problems in Fifty Challenging Problems in Probability by Frederick Mosteller

  Language:Jupyter Notebook2282079

• chansonZ/book-ml-sem

  《机器学习：软件工程方法与实现》Method and implementation of machine learning software engineering

  Language:Jupyter Notebook1832463