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Unofficial repo for Design and Analysis of Algorithms, Stanford University, Fall 2017.

Jupyter Notebook 65 29 Updated Aug 13, 2019

A collection of algorithms and data structures

Java 18,413 4,523 Updated Dec 30, 2024

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

TeX 5,046 1,095 Updated Jan 31, 2023

Python 3 port of the Java code in the textbook Algorithms, 4th Edition.

Python 169 44 Updated Apr 10, 2025

Algorithms, 4th edition textbook code and libraries

Java 7,525 2,678 Updated Oct 29, 2025

📓Solutions to Introduction to Algorithms

C++ 9,592 2,731 Updated Oct 15, 2023

LeetCode review

Java 2 Updated Oct 13, 2020

背包问题九讲

2,463 371 Updated Apr 24, 2020

🌟 Wiki of OI / ICPC for everyone. (某大型游戏线上攻略,内含炫酷算术魔法)

TypeScript 25,121 4,518 Updated Dec 27, 2025

Training and serving large-scale neural networks with auto parallelization.

Python 3,172 356 Updated Dec 9, 2023

Solve LeetCode problems in VS Code

TypeScript 8,437 689 Updated Sep 13, 2024

记录学习凸优化的笔记

26 5 Updated Jul 25, 2020

记录算法概论的电子书以及习题解答

25 2 Updated Jun 6, 2021

推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/

Python 6,571 973 Updated Nov 16, 2025

Carefully curated resource links for data science in one place

3,146 1,014 Updated Aug 17, 2024

General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

Jupyter Notebook 231 142 Updated Oct 27, 2021

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Jupyter Notebook 977 381 Updated Sep 18, 2022

Statistic datasets and experiments

HTML 13 8 Updated Mar 24, 2020

A repo for data science related questions and answers

Jupyter Notebook 2,426 651 Updated Oct 6, 2022

(Under Construction) I am currently writing a solution from the Medium article "Cracking the Machine Learning Interview," written by Subhrajit Roy. In the past year since the article went public, S…

87 32 Updated Sep 9, 2019

Machine Learning interview prep guide

Jupyter Notebook 416 88 Updated Nov 5, 2020

A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Inte…

585 125 Updated Sep 2, 2025

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

11,841 1,941 Updated Aug 31, 2023

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

HTML 9,713 1,508 Updated Apr 15, 2023

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Jupyter Notebook 7,372 1,335 Updated Nov 28, 2025

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

Shell 59,710 12,288 Updated Nov 7, 2025

How to generate Gaussian samples

Jupyter Notebook 13 Updated Dec 4, 2025

Implementation of basic mathematical pattern recognition/machine learning techniques for fun

Jupyter Notebook 133 35 Updated Nov 16, 2022
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