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Unofficial repo for Design and Analysis of Algorithms, Stanford University, Fall 2017.
A collection of algorithms and data structures
Notebook for quick search
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
Python 3 port of the Java code in the textbook Algorithms, 4th Edition.
Algorithms, 4th edition textbook code and libraries
🌟 Wiki of OI / ICPC for everyone. （某大型游戏线上攻略，内含炫酷算术魔法）
Training and serving large-scale neural networks with auto parallelization.
Solve LeetCode problems in VS Code
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
Carefully curated resource links for data science in one place
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
A repo for data science related questions and answers
(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…
Machine Learning interview prep guide
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…
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
《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！🚀
How to generate Gaussian samples
Implementation of basic mathematical pattern recognition/machine learning techniques for fun