Lecture 3(part 1) Divide and conquer 1. the general paradim of algrithm as bellow: 1. divide the problem into subproblems; 2. conqure each subproblems recrusively; 3. combine solution 2. Some typical problem (part 1) the matrix mutiplication(strassen…
References: 1. Stanford University CS97SI by Jaehyun Park 2. Introduction to Algorithms 3. Kuangbin's ACM Template 4. Data Structures by Dayou Liu 5. Euler's Totient Function Getting Started: 1) What is a good algorithm? The answer could be about cor…
Graph is an important data structure and has many important applications. Moreover, grach traversal is key to many graph algorithms. There are two systematic ways to traverse a graph, breadth-first search (BFS) and depth-frist search (DFS). Before fo…
Lecture note 1: Introduction to TensorFlow Why TensorFlow TensorFlow was originally created by researchers at Google as a single infrastructure for machine learning in both production and research. Later, an implementation of it was open sourced unde…
Awesome Algorithms A curated list of awesome places to learn and/or practice algorithms. Inspired by awesome-awesomeness and all the other awesome Awesome libraries. If you want to contribute, please read the [contribution guidelines] (https://github…
写在前面 本书是由<算法导论>(Introduction to Algorithms)的作者之一Thomas H. Cormen编写的适合对算法感兴趣但自身基础又不好的同学阅读.很多人评价此书非常适合入门,如果你没勇气直接阅读1300多页的<算法导论>,可以先从这本200多页的书入手.我打算从今天开始翻译此书,共有10章,涵盖排序,搜索,图,最短路径,字符串,密码学基础以及数据压缩等内容.计划一个月翻译完成.主要目的还是用于自身学习,但既然选择公开发布到博客,一是督促自己不要偷懒,…
https://www.topcoder.com/community/data-science/data-science-tutorials/maximum-flow-augmenting-path-algorithms-comparison/ 存档用... By Zealint– TopCoder Member Discuss this article in the forums With this article, we’ll revisit the so-called “max-flow…
Radix sort is another linear time sorting algorithm. It sorts (using another sorting subroutine) the numbers from their least significant digits to most significant digits. To guarantee the correctness of radix sort, the sorting subroutine must be st…
Recently I reviewed the classic heapsort algorithm and implement it according to contents in Introduction to Algorithms (3rd edition). The heap data structure is implemented as a template class and the heapsort algorithm is implemented as a public me…
Awesome Courses Introduction There is a lot of hidden treasure lying within university pages scattered across the internet. This list is an attempt to bring to light those awesome courses which make their high-quality material i.e. assignments, lect…
https://www.quora.com/How-do-I-learn-mathematics-for-machine-learning How do I learn mathematics for machine learning? Promoted by Time Doctor Software for productivity tracking. Time tracking and productivity improvement software with screenshots…
##Advice for Applying Machine Learning Applying machine learning in practice is not always straightforward. In this module, we share best practices for applying machine learning in practice, and discuss the best ways to evaluate performance of the le…
Remember the story of Little Match Girl? By now, you know exactly what matchsticks the little match girl has, please find out a way you can make one square by using up all those matchsticks. You should not break any stick, but you can link them up, a…
three version are provided. disjoint set, linked list version with weighted-union heuristic, rooted tree version with rank by union and path compression, and a minor but substantial optimization for path compression version FindSet to avoid redundanc…
What is a high-performance data structure? To answer that question, we're used to applying normal considerations like Big-Oh complexity, and memory overhead, locality, and traversal order. All of those apply to both sequential and concurrent software…
http://thesecretlivesofdata.com/raft/ https://github.com/coreos/etcd 1 Introduction Consensus algorithms allow a collection of machines to work as a coherent group that can survive the failures of some of its members. Because of this, they play a k…
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