Materias dentro de su búsqueda.
Materias dentro de su búsqueda.
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3085Publicado 2024“…Thomas Nield führt Sie Schritt für Schritt durch Bereiche wie Infinitesimalrechnung, Wahrscheinlichkeit, lineare Algebra, Statistik und Hypothesentests und zeigt Ihnen, wie diese Mathe-Basics beispielsweise in der linearen und logistischen Regression und in neuronalen Netzen eingesetzt werden. …”
Libro electrónico -
3086
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3087Publicado 2017Materias: “…Lie algebra/group…”
Libro electrónico -
3088
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3089
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3090por Bresar, MatejTabla de Contenidos: “…-- The Strong Degree and the FI-Degree -- The General Theory -- Constructing d-Free Sets -- Functional Identities on d-Free Sets -- Functional Identities in (Semi)prime Rings -- Applications -- Lie Maps and Related Topics -- Linear Preserver Problems -- Further Applications to Lie Algebras…”
Publicado 2007
Libro electrónico -
3091Publicado 2017Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Authors -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Maths for Neural Networks -- Understanding linear algebra -- Environment setup -- Setting up the Python environment in Pycharm -- Linear algebra structures -- Scalars, vectors, and matrices -- Tensors -- Operations -- Vectors -- Matrices -- Matrix multiplication -- Trace operator -- Matrix transpose -- Matrix diagonals -- Identity matrix -- Inverse matrix -- Solving linear equations -- Singular value decomposition -- Eigenvalue decomposition -- Principal Component Analysis -- Calculus -- Gradient -- Hessian -- Determinant -- Optimization -- Optimizers -- Summary -- Chapter 2: Deep Feedforward Networks -- Defining feedforward networks -- Understanding backpropagation -- Implementing feedforward networks with TensorFlow -- Analyzing the Iris dataset -- Code execution -- Implementing feedforward networks with images -- Analyzing the effect of activation functions on the feedforward networks accuracy -- Summary -- Chapter 3: Optimization for Neural Networks -- What is optimization? …”
Libro electrónico -
3092
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3093
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3094
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3095por Sepanski, Mark R. authorTabla de Contenidos: “…Compact Lie Groups -- Representations -- HarmoniC Analysis -- Lie Algebras -- Abelian Lie Subgroups and Structure -- Roots and Associated Structures -- Highest Weight Theory…”
Publicado 2007
Libro electrónico -
3096Publicado 1962Materias: “…Álgebra Estudio y enseñanza…”
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3098
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3100
