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Internet Archive

Stochastic Belief Propagation: A Low-Complexity Alternative to the Sum-Product Algorithm

By Nima Noorshams, Martin J. Wainwright

The sum-product or belief propagation (BP) algorithm is a widely-used message-passing algorithm for computing marginal distributions in graphical models with discrete variables. At the core of the BP ...

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Pro TBB

By Michael Voss, Rafael Asenjo, James Reinders

C++ Parallel Programming with Threading Building Blocks...

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Learning C++

By Stack Overflow Community

...

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Variational Principles in Classical Mechanics

By Douglas Cline

...

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Clinical Text Mining

By Hercules Dalianis

Secondary Use of Electronic Patient Records...

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Error-Correction Coding and Decoding

By Martin Tomlinson, Cen Jung Tjhai, Marcel Ambroze, Mohammed A

Bounds, Codes, Decoders, Analysis and Applications...

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Rethinking Productivity in Software Engineering

By Caitlin Sadowski, Thomas Zimmermann

...

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Finite Difference Computing with PDEs

By Hans Petter Langtangen, Svein Linge

A Modern Software Approach...

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Learning R

By Stack Overflow Community

...

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Tools and Algorithms for the Construction and Analysis of Systems

By Tomáš Vojnar, Lijun Zhang

25th International Conference, TACAS 2019, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019, Prague, Czech Republic, April 6–11, 2019, Proceedings, Part ...

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Image Processing for Engineers

By Andrew Yagle, Fawwaz Ulaby

...

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A Rust Sampler

By Carol Nichols, Jake Goulding

...

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Data Parallel C++

By James Reinders, Ben Ashbaugh, James Brodman, Michael Kinsner

Mastering DPC++ for Programming of Heterogeneous Systems using C++ and SYCL...

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Android Notes for Professionals

By Stack Overflow Community

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Support Vector Machines Succinctly

By Alexandre Kowalczyk

...

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Understanding Machine Learning

By Shai Shalev-Shwartz, Shai Ben-David

From Theory to Algorithms...

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Physical Modeling in MATLAB

By Allen Downey

...

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Graph Algorithms

By Mark Needham, Amy Hodler

Practical Examples in Apache Spark and Neo4j...

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Algorithmic Graph Theory and Sage

By David Joyner, Minh Van Nguyen, David Phillips

...

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The Nature of Code

By Daniel Shiffman

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Representation Learning for Natural Language Processing

By Zhiyuan Liu, Yankai Lin, Maosong Sun

...

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Enhanced Living Environments

By Ivan Ganchev, Nuno Garcia, Ciprian Dobre, Constandinos Mavro

Algorithms, Architectures, Platforms, and Systems...

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Intelligent Human Computer Interaction

By Patrick Horain, Catherine Achard, Malik Mallem

9th International Conference, IHCI 2017, Evry, France, December 11-13, 2017, Proceedings...

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Problem Solving with Algorithms and Data Structures

By Brad Miller, David Ranum

...

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Introduction to Data Science

By Rafael A Irizarry

Data Analysis and Prediction Algorithms with R...

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Bayesian Methods in the Search for MH370

By Sam Davey, Neil Gordon, Ian Holland, Mark Rutten, Jason Will

...

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Ionospheric Multi-Spacecraft Analysis Tools

By Malcolm Wray Dunlop, Hermann Lühr

Approaches for Deriving Ionospheric Parameters...

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Efficient Learning Machines

By Mariette Awad, Rahul Khanna

Theories, Concepts, and Applications for Engineers and System Designers...

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Foundations of Quantum Theory

By Klaas Landsman

From Classical Concepts to Operator Algebras...

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Engines of Order

By Bernhard Rieder

A Mechanology of Algorithmic Techniques...

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Financial Numerical Recipes in C++

By Bernt Arne Ødegaard

...

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Measure, Integration &amp; Real Analysis

By Sheldon Axler

...

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Learning Haskell

By Stack Overflow Community

...

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Physical (A)Causality

By Karl Svozil

Determinism, Randomness and Uncaused Events...

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ArcGIS for Environmental and Water Issues

By William Bajjali

...

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Fundamentals of C++ Programming

By Richard L. Halterman

...

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Probability and Statistics for Computer Science

By David Forsyth

...

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An Introduction to Machine Learning

By Miroslav Kubat

...

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Advances in Discrete Differential Geometry

By Alexander I. Bobenko

...

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Ambisonics

By Franz Zotter, Matthias Frank

A Practical 3D Audio Theory for Recording, Studio Production, Sound Reinforcement, and Virtual Reality...

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Haskell Notes for Professionals

By Stack Overflow Community

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Introduction to Autonomous Robots

By Nikolaus Correll

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Analysis for Computer Scientists

By Michael Oberguggenberger, Alexander Ostermann

Foundations, Methods, and Algorithms...

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The Everyday Life of an Algorithm

By Daniel Neyland

...

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Creating a Production Launch Plan

By Alec Warner, Vitaliy Shipitsyn, Carmela Quinito

For a Successful Launch, Planning Isn't Optional...

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Think C++

By Allen Downey

...

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Taking Kubernetes from Test to Production

By Jenn Gile

Improving Resilience, Visibility, and Security with Traffic Management Tools...

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Software for Exascale Computing - SPPEXA 2016-2019

By Hans-Joachim Bungartz, Severin Reiz, Benjamin Uekermann, Phi

...

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Abstract Algebra

By Gregory T. Lee

An Introductory Course...

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Programming Computer Vision with Python

By Jan Erik Solem

Tools and algorithms for analyzing images...

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Programming for Computations - Python

By Svein Linge, Hans Petter Langtangen

A Gentle Introduction to Numerical Simulations with Python 3.6...

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Linear Selection Indices in Modern Plant Breeding

By J. Jesus Céron-Rojas, José Crossa

...

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Notes on Randomized Algorithms

By James Aspnes

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R Notes for Professionals

By Stack Overflow Community

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Biodiversity and Health in the Face of Climate Change

By Melissa R. Marselle, Jutta Stadler, Horst Korn, Katherine N.

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Engineering Mechanics: Statics

By Libby (Elizabeth) Osgood, Gayla Cameron, Emma Christensen

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Collider Physics within the Standard Model

By Guido Altarelli

A Primer...

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A First Course in Linear Algebra

By Ken Kuttler

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Applied Linear Algebra

By Peter J. Olver, Chehrzad Shakiban

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Annotated Algorithms in Python

By Massimo Di Pierro

With applications in Physics, Biology, and Finance...

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Calculus: Early Transcendentals

By David Guichard

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Linear Algebra with Applications

By Keith Nicholson

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Astronautics

By Ulrich Walter

The Physics of Space Flight...

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Linear Algebra

By Jim Hefferon

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Reinforcement Learning

By Richard S. Sutton, Andrew G. Barto

An Introduction...

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Algorithms Notes for Professionals

By Stack Overflow Community

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Foundations of Machine Learning

By Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar

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Bayesian Methods for Statistical Analysis

By Borek Puza

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Sensitivity Analysis: Matrix Methods in Demography and Ecology

By Hal Caswell

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Algorithms for Decision Making

By Mykel J. Kochenderfer, Tim A. Wheeler, Kyle H. Wray

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Variant Construction from Theoretical Foundation to Applications

By Jeffrey Zheng

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Aquaponics Food Production Systems

By Simon Goddek, Alyssa Joyce, Benz Kotzen, Gavin M. Burnell

Combined Aquaculture and Hydroponic Production Technologies for the Future...

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Clever Algorithms

By Jason Brownlee

Nature-Inspired Programming Recipes...

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C++ Notes for Professionals

By Stack Overflow Community

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Interface Oral Health Science 2016

By Keiichi Sasaki, Osamu Suzuki, Nobuhiro Takahashi

Innovative Research on Biosis–Abiosis Intelligent Interface...

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Advances in Production Technology

By Christian Brecher

...

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TouchDevelop

By R. Nigel Horspool, Nikolai Tillmann

Programming on the Go...

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Digital Video Concepts, Methods, and Metrics

By Shahriar Akramullah

Quality, Compression, Performance, and Power Trade-off Analysis...

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Applied Discrete Structures

By Al Doerr, Ken Levasseur

...

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Competitive Programmer's Handbook

By Antti Laaksonen

...

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Internet Archive

Online Supervised Subspace Tracking

By Yao Xie, Ruiyang Song, Hanjun Dai, Qingbin Li, Le Song

We present a framework for supervised subspace tracking, when there are two time series $x_t$ and $y_t$, one being the high-dimensional predictors and the other being the response variables and the su...

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The Data Science Design Manual

By Steven S. Skiena

...

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Multivariable Calculus

By Don Shimamoto

...

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Optimizing software in C++

By Agner Fog

An optimization guide for Windows, Linux and Mac platforms...

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Algebra

By John Scherk

A Computational Introduction...

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Neural Networks and Deep Learning

By Charu C. Aggarwal

A Textbook...

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Quantization on Nilpotent Lie Groups

By Veronique Fischer, Michael Ruzhansky

...

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Dynamics of Long-Life Assets

By Stefan N. Grösser, Arcadio Reyes-Lecuona, Göran Granholm

From Technology Adaptation to Upgrading the Business Model...

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Health of People, Health of Planet and Our Responsibility

By Wael K. Al-Delaimy, Veerabhadran Ramanathan, Marcelo Sánche

Climate Change, Air Pollution and Health...

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Internet Archive

Asynchronous Approximation of a Single Component of the Solution to a Linear System

By Christina E. Lee, Asuman Ozdaglar, Devavrat Shah

We present a distributed asynchronous algorithm for approximating a single component of the solution to a system of linear equations $Ax = b$, where $A$ is a positive definite real matrix, and $b \in ...

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