Výsledky vyhledávání - array programming languages

Efficient differentiable programming in a functional array-processing language Autor Shaikhha, Amir, Fitzgibbon, Andrew, Vytiniotis, Dimitrios, Peyton Jones, Simon

“…We present a system for the automatic differentiation (AD) of a higher-order functional array-processing language…”
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Array programming with NumPy Autor Harris, Charles R., Millman, K. Jarrod, van der Walt, Stéfan J., Gommers, Ralf, Virtanen, Pauli, Cournapeau, David, Wieser, Eric, Taylor, Julian, Berg, Sebastian, Smith, Nathaniel J., Kern, Robert, Picus, Matti, Hoyer, Stephan, van Kerkwijk, Marten H., Brett, Matthew, Haldane, Allan, del Río, Jaime Fernández, Wiebe, Mark, Peterson, Pearu, Gérard-Marchant, Pierre, Sheppard, Kevin, Reddy, Tyler, Weckesser, Warren, Abbasi, Hameer, Gohlke, Christoph, Oliphant, Travis E.

“… NumPy is the primary array programming library for the Python language. It has an essential role in research analysis pipelines in fields as diverse as physics…”
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quAPL: Modeling Quantum Computation in an Array Programming Language Autor Nuncz-Corrales, Santiago, Frenkel, Marcos, Abreu, Bruno

“… We summarize desirable features in future high-level quantum programming languages and provide evidence supporting array pro-gramming languages as a natural paradigm for quantum algorithmic…”
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Compilation of sparse array programming models Autor Henry, Rawn, Hsu, Olivia, Yadav, Rohan, Chou, Stephen, Olukotun, Kunle, Amarasinghe, Saman, Kjolstad, Fredrik

“…This paper shows how to compile sparse array programming languages. A sparse array programming language is an array programming language that supports element…”
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Improving the DX for Newbie and Casual Array Developers Autor Thomas, David, Samadi, Will

“…Array programming languages offer unmatched expressiveness for array operations. Despite their relevance in machine learning and scientific computing, languages like APL, J, and k remain niche…”
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METHODICAL DEVELOPMENT FOR THE STUDY OF ARRAY PROCESSING ALGORITHMS USING MODERN PROGRAMMING LANGUAGE TOOLS Autor Irina S. Drapeza

“…The author's task was to develop methodological support for studying algorithms for processing arrays by modern means of the programming language in the Informatics lesson…”
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Simulation of feedback-driven PCR assays on a 2D electrowetting array using a domain-specific high-level biological programming language Autor Curtis, Christopher, Brisk, Philip

“…The motivation of our work is to demonstrate that scientists can describe biochemical assays using a high-level domain-specific programming language and can execute them automatically on a two…”
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Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming Autor Paszke, Adam, Johnson, Daniel D., Duvenaud, David, Vytiniotis, Dimitrios, Radul, Alexey, Johnson, Matthew J., Ragan-Kelley, Jonathan, Maclaurin, Dougal

“…We present a novel programming language design that attempts to combine the clarity and safety of high-level functional languages with the efficiency and parallelism of low-level numerical languages…”
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Harnessing the Concept of an Array in Swift Programming Language. Abstract Concepts vs Natural Semantic Metalanguage Autor Biegajło, Bartłomiej

“… This cannot be accomplished without developing a set of basic programming skills. To learn how to program applications requires perseverance and extended practice…”
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AUTOMAP: Inferring Rank-Polymorphic Function Applications with Integer Linear Programming Autor Schenck, Robert, Hinnerskov, Nikolaj Hey, Henriksen, Troels, Madsen, Magnus, Elsman, Martin

“…Dynamically typed array languages such as Python, APL, and Matlab lift scalar operations to arrays and replicate scalars to fit applications…”
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SAC—A Functional Array Language for Efficient Multi-threaded Execution Autor Grelck, Clemens, Scholz, Sven-Bodo

“…We give an in-depth introduction to the design of our functional array programming language SaC, the main aspects of its compilation into host machine code, and its parallelisation based on multi-threading…”
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An Object Tuple Model for Understanding Pointer and Array in C Language Autor Rong, Wenge, Xu, Tianfan, Sun, Zhiwei, Sun, Zian, Ouyang, Yuanxin, Xiong, Zhang

“…Contribution: In this study, an object tuple model has been proposed, and a quasi-experimental study on its usage in an introductory programming language course has been reported…”
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Compiling Recurrences over Dense and Sparse Arrays Autor Sundram, Shiv, Tariq, Muhammad Usman, Kjolstad, Fredrik

“… We evaluate the performance and correctness of the generated code on several recurrences, from domains as diverse as dense and sparse matrix solvers, dynamic programming…”
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A Systolic Array Programming Language Autor Tseng, P.S.

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Compilation of Shape Operators on Sparse Arrays Autor Root, Alexander J, Yan, Bobby, Liu, Peiming, Gyurgyik, Christophe, Bik, Aart J.C., Kjolstad, Fredrik

“…We show how to build a compiler for a sparse array language that supports shape operators such as reshaping or concatenating arrays, in addition to compute operators…”
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A systolic array programming language Autor Tseng, P.S.

“…The author gives an overview of the Warp systolic array and describes the AL language and its implementation for the Warp machine…”
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Efficient and Sound Differentiable Programming in a Functional Array-Processing Language Autor Shaikhha, Amir, Huot, Mathieu, Ghasemirad, Shabnam, Fitzgibbon, Andrew, Simon Peyton Jones, Vytiniotis, Dimitrios

“… We present an AD system for a higher-order functional array-processing language. The core functional language underlying this system simultaneously supports both source-to-source forward-mode AD and global optimisations such as loop transformations…”
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Array optimizations for high productivity programming languages Autor Joyner, Mackale

“… This dissertation addresses the problem of efficient code generation for high-level array accesses in the X10 language…”
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Asynchronous adaptive optimisation for generic data-parallel array programming Autor Grelck, Clemens, van Deurzen, Tim, Herhut, Stephan, Scholz, Sven-Bodo

“… In the context of array programming, such properties are typically array ranks (number of axes/dimensions) and array shapes…”
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Efficient Differentiable Programming in a Functional Array-Processing Language Autor Shaikhha, Amir, Fitzgibbon, Andrew, Vytiniotis, Dimitrios, Simon Peyton Jones, Koch, Christoph

“…We present a system for the automatic differentiation of a higher-order functional array-processing language…”
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