Please post more on algorithms . See free resources for Algorithms . 与其他算法的比较(Comparisonwithotheralgorithms ). 从RobertSedgwicks的Algorithms inC一书中得到了。 A simple hash function from Robert Sedgwicks Algorithms in C book. 什么是遗传/进化算法?(Whatareevolutionaryalgorithms ? Who has created the evolutionary algorhytms ?
Optimizationfordeeplearning:theoryandalgorithms (深度学习理论). Optimization for deep learning: theory and algorithms . 这些算法被称作生成学习算法(generativelearingalgorithms )。 These algorithms are called generative learning algorithms . ProblemSolvingwithAlgorithms andDataStructures涵盖了一系列数据结构和算法。 Problem solving with algorithms and data structures covers a range…. 超参数优化算法(Hyperparameteroptimizationalgorithms ). The state-of-the-art hyperparameter optimization algorithms . ComputerScience:Algorithms ,Theory,andMachines,普林斯顿大学. Computer Science: Algorithms , Theory, and Machines from Princeton University. 有关上述每个选项的优缺点,参见'NearestNeighborAlgorithms '_。 For a discussion of the strengths and weaknesses of each option, see Nearest Neighbor Algorithms . JoyBuolamwini在TED上发表题为HowI'mfightingbiasinalgorithms 的演讲. More information at this TED Talk Joy Buolamwini- How I'm Fighting Bias in Algorithms . Thepassive-aggressivealgorithms 是一个用于大规模学习的算法家族。 The passive-aggressive algorithms are a family of algorithms for large-scale learning.全称是使用关联数据的已验证加密,AuthenticatedEncryptionwithAssociatedData(AEAD)algorithms 。 It is encrypted using the Authenticated Encryption with Associated Data(AEAD) algorithm . Algorithms inC++在学习BigO符号和各种排序算法的细节方面对我来说非常宝贵。Algorithms in C++[1] was invaluable to me in learning Big O notation and the ins and outs of the various sort algorithms.这种模块利用了快速最近邻算法(fastnearest-neighboralgorithms )来提升效率,并且因此可以扩展到很大的记忆规模。 The module exploits fast nearest-neighbor algorithms for efficiency and thus scales to large memory sizes. 算法导论》(IntroductiontoAlgorithms )一书来自于同名的一门课程,即麻省理工学院课程编号系统里的6.046。 Introduction to Algorithms grew out of a course of the same name, known as 6.046 in MIT's course-numbering system. RPC式架构通过一个复杂的、编程语言式的接口,来暴露其内部算法(algorithms )――这种接口,每个服务都各不相同。 The RPC architecture exposes internal algorithms through a complex programming-language-like interface that's different for every service. 为了系统优化,许多FTLalgorithms ,例如Caching和Blockallocation需要用户的I/Oaccesspattern。 In order to optimize performance, many FTL algorithms such as caching and block allocation need a user's I/O access pattern. Top10Algorithms inDataMining:这是发表的文章(Publishedarticle),现在是一本书(book),包括了最流行的数据挖掘算法。 Top 10 Algorithms in Data Mining: Published article and now a book(Affiliate Link) on the most popular algorithms for data mining. 算法分析(Analysisofalgorithms )是计算机科学的一个分支,着重研究算法的性能,特别是它们的运行时间和资源开销。 Analysis of algorithms is a branch of computer science that studies the performance of algorithms, especially their run time and space requirements. AdvancesinArtificialGeneralIntelligence:Concepts,ArchitecturesandAlgorithms 是2006年AGI研讨会的会后文集。 In Advances in artificial general intelligence: Concepts, architectures and algorithms , proceedings of the agi workshop 2006. Sedgewick所著的《Algorithms inC》(Addison-Wesley,1990)一书中的内容对于理解lcc就足够了。 The material covered by Algorithms in C by R. Sedgewick(Addison-Wesley, 1990), for example, is more than sufficient for understanding lcc. Theano是蒙特利尔大学MontrealInstituteforLearningAlgorithms 旗下的项目,这是一种适用于计算密集型科学调查的Python库。 Theano, a project of the Montreal Institute for Learning Algorithms at the University of Montreal, is a Python library for computationally intensive scientific investigation. 举例来说,supervisedclassificationalgorithms 被用来根据历史数据将想要贷款的客户分成预期好的和预期差的(goodorbadprospects)。 For instance, managed classification algorithms are used to classify unique clients into good or bad prospects, for loan purposes, based on historical data. 他撰写了《EnsembleMethods:FoundationsandAlgorithms 》(2012)和《机器学习》中文版(2016)等著作,并在人工智能和机器学习的顶级会议上发表了多篇论文。 He authored the books"Ensemble Methods: Foundations and Algorithms (2012)" and"Machine Learning(in Chinese, 2016)", and published more than 200 papers in top-tier international journals/conferences. On-linetextbook:InformationTheory,Inference,andLearningAlgorithms ,DavidMacKay著,提供一个可访问的香农理论和数据压缩的介绍,包括霍夫曼编码和算术编码。 On-line textbook: Information Theory, Inference, and Learning Algorithms , by David MacKay- gives an entertaining and thorough introduction to Shannon theory, including two proofs of the noisy-channel coding theorem.
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