OCaml scientific computing = functio...
Wang, Liang.

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  • OCaml scientific computing = functional programming in data science and artificial intelligence /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: OCaml scientific computing/ by Liang Wang, Jianxin Zhao, Richard Mortier.
    其他題名: functional programming in data science and artificial intelligence /
    作者: Wang, Liang.
    其他作者: Zhao, Jianxin.
    出版者: Cham :Springer International Publishing : : 2022.,
    面頁冊數: xxii, 359 p. :ill. (some col.), digital ;24 cm.
    內容註: Part I: Numerical Techniques -- 1. Introduction -- 2. Numerical Algorithms -- 3. Statistics -- 4. Linear Algebra -- 5. N-Dimensional Arrays -- 6. Ordinary Differential Equations -- 7. Signal Processing -- Part II: Advanced Data Analysis Techniques -- 8. Algorithmic Differentiation -- 9. Optimisation -- 10. Regression -- 11. Neural Network -- 12. Vector Space Modelling -- Part III: Use Cases -- 13. Case Study: Image Recognition -- 14. Case Study: Instance Segmentation -- 15. Case Study: Neural Style Transfer -- 16. Case Study: Recommender System.
    Contained By: Springer Nature eBook
    標題: OCaml (Computer program language) -
    電子資源: https://doi.org/10.1007/978-3-030-97645-3
    ISBN: 9783030976453
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