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Jason Brownlee

Machine Learning Mastery with Python – Understand your data, create accurate models and work projects end-to-end – Jason Brownlee

2021 VietMX 0

This book focuses on a speci fic sub- field of machine learning called predictive modeling. This is the field of machine learning that is the […]

Statistical Methods for Machine Learning – Disconver how to Transform data into Knowledge with Python – Jason Brownlee

2021 VietMX 0

Statistics is important to machine learning practitioners. Statistics is a prerequisite in most courses and books on applied machine learning. Statistical methods are used at […]

Deep Learning for Natural Language Processing – Jason Brownlee

2021 VietMX 0

We are awash with text, from books, papers, blogs, tweets, news, and increasingly text from spoken utterances. Every day, I get questions asking how to […]

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  • The Stern-Brocot tree and Farey sequences

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  • Games on arbitrary graphs

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  • K-th order statistic in O(N)

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  • Search the subarray with the maximum/minimum sum

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  • Longest increasing subsequence

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  • Heavy-light decomposition

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  • 2 – SAT

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  • Paint the edges of the tree

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  • Edge connectivity / Vertex connectivity

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  • Kuhn’s Algorithm for Maximum Bipartite Matching

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