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torch - MaRDI portal

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torch (Q1334343)

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Tensors and Neural Networks with 'GPU' Acceleration
Language Label Description Also known as
English
torch
Tensors and Neural Networks with 'GPU' Acceleration

    Statements

    instance of
    R package
    0 references
    software version identifier
    0.10.0
    publication date
    13 April 2023
    0 references
    0.0.1
    publication date
    6 August 2020
    0 references
    0.0.2
    publication date
    31 August 2020
    0 references
    0.0.3
    publication date
    18 September 2020
    0 references
    0.1.0
    publication date
    28 September 2020
    0 references
    0.1.1
    publication date
    20 October 2020
    0 references
    0.2.0
    publication date
    15 December 2020
    0 references
    0.2.1
    publication date
    5 January 2021
    0 references
    0.3.0
    publication date
    28 April 2021
    0 references
    0.4.0
    publication date
    10 June 2021
    0 references
    0.5.0
    publication date
    17 August 2021
    0 references
    0.6.0
    publication date
    7 October 2021
    0 references
    0.7.0
    publication date
    18 February 2022
    0 references
    0.7.1
    publication date
    25 February 2022
    0 references
    0.7.2
    publication date
    26 February 2022
    0 references
    0.8.0
    publication date
    10 June 2022
    0 references
    0.8.1
    publication date
    19 August 2022
    0 references
    0.9.0
    publication date
    24 October 2022
    0 references
    0.9.1
    publication date
    23 January 2023
    0 references
    0.10.0
    publication date
    14 April 2023
    0 references
    0.11.0
    publication date
    6 June 2023
    0 references
    0.12.0
    publication date
    15 December 2023
    0 references
    programmed in
    R
    0 references
    last update
    15 December 2023
    0 references
    description
    Provides functionality to define and train neural networks similar to 'PyTorch' by Paszke et al (2019) <arXiv:1912.01703> but written entirely in R using the 'libtorch' library. Also supports low-level tensor operations and 'GPU' acceleration.
    0 references
    author
    Daniel Falbel
    0 references
    Javier Luraschi
    0 references
    imports
    Rcpp
    0 references
    R6
    0 references
    withr
    0 references
    rlang
    0 references
    methods
    0 references
    utils
    0 references
    stats
    0 references
    bit64
    0 references
    magrittr
    0 references
    tools
    0 references
    coro
    software version identifier
    ≥ 1.0.2
    0 references
    callr
    0 references
    cli
    software version identifier
    ≥ 3.0.0
    0 references
    glue
    0 references
    ellipsis
    0 references
    desc
    0 references
    safetensors
    software version identifier
    ≥ 0.1.1
    0 references
    jsonlite
    0 references

    Identifiers

    swMATH work ID
    44638
    0 references
    Analysis & Policy Observatory term ID
    https://github.com/cran/torch
    0 references
    CRAN project
    torch
    0 references
     
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