Statistics 统计代写

Stat统计课程常用R语言, python和matlab等进行画图和数据统计分析. 统计和金融经济和机器学习等课程密切相关.

lecture notes

Lecture Notes on Statistics and Information Theory John Duchi December 6, 2023 1 Introduction and setting 8 1.1 Informationtheory………………………………. 8 1.2 Movingtostatistics ……………………………… 9 1.3 Aremarkaboutmeasuretheory………………………… 10 1.4 Outlineandchapterdiscussion ………………………… 10 2 An information theory review 12 2.1 BasicsofInformationTheory …………………………. 12 2.1.1 Definitions ………………………………. 12 2.1.2 Chainrulesandrelatedproperties …………………… 17 2.1.3 Dataprocessinginequalities: ……………………… 19 2.2 Generaldivergencemeasuresanddefinitions………………….. …

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IPS2010

Parametric Bandits: The Generalized Linear Case Sarah Filippi Telecom ParisTech et CNRS Paris, France Aure ́lien Garivier Telecom ParisTech et CNRS Paris, France We consider structured multi-armed bandit problems based on the Generalized Linear Model (GLM) framework of statistics. For these bandits, we propose a new algorithm, called GLM-UCB. We derive finite time, high probability …

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CS861: Theoretical Foundations of Machine Learning

Course overview and logistics 
 CS861: Theoretical Foundations of Machine Learning Kirthi Kandasamy University of Wisconsin – Madison Fall 2023 September 6, 2023 Machine learning is popular nowadays! “A breakthrough in ML will be worth 10 Microsofts”
 – Bill Gates “ML is the new internet”
 “AI will be the best or worst thing ever for …

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NY 10013 2473, USA

Understanding Machine Learning: From Theory to Algorithms ⃝c 2014 by Shai Shalev-Shwartz and Shai Ben-David Published 2014 by Cambridge University Press. This copy is for personal use only. Not for distribution. Do not post. Please link to: http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning Please note: This copy is almost, but not entirely, identical to the printed version of the book. …

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IV 13

Bandit Algorithms Tor Lattimore and Csaba Szepesv ́ari This is the (free) online edition. The content is the same as the print edition, published by Cambridge University Press, except that minor typos are corrected here. There are also font and other typographical differences that mean the page numbers do not match between the versions. Bandits, …

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COSC2637 A1

RMIT Classification: Trusted Assessment Type − Individual assignment. − Submit online via Canvas → Assignment 1. − Marks awarded for meeting requirements as closely as possible. − Clarifications/updates may be made via announcements or relevant discussion forums. Due Date Marks COSC 2637/2633 Big Data Processing Assignment 1 – Tax Trip Statistics Due at 23:59, 8 …

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MAST30034 Project 1 Spec 2024

School of Mathematics and Statistics Applied Data Science (MAST30034) 2024 An End-to-End Data Science Project Due date: Monday 19th of August 11:59 pm Project Weight: 30% Author: Akira Takihara Wang, Liam Hodgkinson Project Overview This project aims to make a quantitative analysis of the New York City Taxi and Limousine Service Trip Record Data. The …

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PHYS 52015) Term: Summer 2024

Coursework: High-performance computing (resit) Module: Introduction to HPC (PHYS 52015) Term: Summer 2024 Lecturer: Dr. Christopher Marcotte Submission Please submit two PDF files (part1.pdf & part2.pdf) and two code files (part1.c & part2.c) in a zip archive. Deadlines Consult the MISCADA learning and teaching handbook for submission dead- lines. Plagiarism and collusion Students suspected of …

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HPC resit example bad report

HPC resit bad example report May 2024 Asking ChatGPT to write the report produces output similar to this: In parallelizing the code for numerically solving the logistic growth equation using OpenMP, I adopted a strategy that leveraged the parallelization capabilities of OpenMP pragmas to distribute workload efficiently across multiple threads. Firstly, I parallelized the init …

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Project MS2

Milestone 2: [35 points] Full pipeline with hazard detection/resolving In milestone 2, you need to improve your simulator (on top of milestone 1) to simulate a more realistic five-stage CPU pipeline, without considering the cache memory system. Your testcases will be more realistic: there are just real instructions, and no bubble instructions that were inserted …

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