Tabla de Contenidos: “…Calculation of the cost function; 6.5. Gradient algorithm; 6.6. Geometric interpretation; 6.7. …”

Tabla de Contenidos: “…Cover; Title; Copyright; Contents; Foreword; How to cheat, and why; Acknowledgments; How to use this book; 1 Design styles; Drawing with basic shapes; Geometric and organic shapes; The Brush tool; Mixing colors; Advanced color effect; Animated color effect; Using gradients; Adding texture; The Pen tool; Trace Bitmap; Image Trace (Illustrator); Shading 1: line trick; Shading 2: shape it; Shading 3: paint selected; Shading 4: outlines; Realism with gradients; Spray Brush tool; UI Design; Interlude: The Adobe Creative Cloud; 2 Transformation and distortion; Distorting bitmaps; The Envelope tool…”

Tabla de Contenidos:

Tabla de Contenidos: “…2.2.3 Weakly Guiding Approximation, Hybrid Modes, and Linear Polarized Modes2.2.4 Field Distribution and Polarization Characteristics; 2.2.5 Multimode Fiber and Cladding Modes; 2.2.6 Propagation of Optical Pulses in Optical Fibers; 2.3 Basic Theory of the Gradient-Index Optical Fiber; 2.3.1 Ray Equation in Inhomogeneous Media; 2.3.2 Ray Optics of GRIN Fiber; 2.3.3 Wave Optics of GRIN Fiber; 2.3.4 Basic Characteristics of Gradient Index Lens; 2.4 Special Optical Fibers; 2.4.1 Rare-Earth-Doped Fibers and Double-Cladding Fibers; 2.4.2 Polarization Maintaining Fibers…”

Tabla de Contenidos: “…Generative Adversarial Networks -- Introduction -- Deep Convolutional GAN (DCGAN) -- The Bricks Dataset -- The Discriminator -- The Generator -- Training the DCGAN -- Analysis of the DCGAN -- GAN Training: Tips and Tricks -- Wasserstein GAN with Gradient Penalty (WGAN-GP) -- Wasserstein Loss -- The Lipschitz Constraint -- Enforcing the Lipschitz Constraint -- The Gradient Penalty Loss -- Training the WGAN-GP…”

Tabla de Contenidos: “….- Derivadas parciales; 1.2.- Gradiente. Derivada direccional; 1.3.- Límites. Continuidad. …”

Tabla de Contenidos: “…Beyond the iron age: the ecological relevance of non-ferrous bioactive trace metals and organic growth factors in aquatic systems --Molybdenum limitation of microbial nitrogen assimilation in aquatic ecosystems and pure cultures --Redox chemistry of molybdenum in natural waters and its involvement in biological evolution --Potential trace metal co-limitation controls on N2 fixation and NO–3 uptake inlakes with varying trophic status --Regression modeling of the North East Atlantic Spring Bloom suggests previously unrecognized biological roles for V and Mo --Interrelated influence of light and Ni on Trichodesmium growth --Phytoplankton responses to atmospheric metal deposition in the coastal and open-ocean Sargasso Sea --Microplate-reader method for the rapid analysis of copper in natural waters with chemiluminescence detection --Geographical gradients of dissolved Vitamin B12 in the Mediterranean Sea --The distribution of thiamin and pyridoxine in the western tropical North Atlantic Amazon River plume --Vitamin B1 and B12 uptake and cycling by plankton communities in coastal ecosystems…”

Tabla de Contenidos: “…Tensor approximation for multidimensional and multivariate data -- Tensor field topology without symmetrization using Hermitian tensors -- Continuous histograms for Anisotropy of 2D symmetric piece-wise linear tensor fields -- Riemann-DTI geodesic tractography revisited -- Fourth-order anisotropic diffusion for inpainting and image compression -- Advanced deep learning for processing orientation-dependent diffusion magnetic resonance imaging data - A review -- On the variance measure of diffusion tensors in two dimensions -- Magnetic resonance assessment of effective confinement anisotropy with powder-averaged single and double diffusion encoding -- Merge trees, neutral surfaces, and tensor field topology -- Asymmetric tensor analysis -- Anisotropy issues in shape-based object analysis -- Tractogram filtering -- Multispectral image processing in astronomy -- Anisotropy in the human placenta in pregnancies complicated by fetal growth restriction -- The case for spatially homogeneous models in high gradient strength diffusion-weighted MRI: A position paper on the potential applicability of stochastic geometry…”

Tabla de Contenidos: “…Filters, effects, layer styles, and gradients -- Ch. 14. Type in Elements -- Ch. 15. Creating projects -- Ch. 16. …”

Tabla de Contenidos: “…AutoCAD 2012 and AutoCAD LT 2012: No Experience Required; Contents; Introduction; Chapter 1: Getting to Know AutoCAD; Chapter 2: Learning Basic Commands to Get Started; Chapter 3: Setting Up a Drawing; Chapter 4: Developing Drawing Strategies: Part 1; Chapter 5: Developing Drawing Strategies: Part 2; Chapter 6: Using Layers to Organize Your Drawing; Chapter 7: Combining Objects into Blocks; Chapter 8: Controlling Text in a Drawing; Chapter 9: Using Dynamic Blocks and Tables; Chapter 10: Generating Elevations; Chapter 11: Working with Hatches, Gradients, and Tool Palettes…”

Tabla de Contenidos: “…Atari Breakout -- Atari Breakout random benchmark -- Preprocessing the screen -- Creating a deep convolutional network -- Convergence issues in Q-learning -- Policy gradients versus Q-learning -- Actor-critic methods -- Baseline for variance reduction -- Generalized advantage estimator -- Asynchronous methods -- Model-based approaches -- Summary -- Chapter 9: Anomaly Detection -- What is anomaly and outlier detection? …”

Tabla de Contenidos: “…Calculation of the cost function; 6.5. Gradient algorithm; 6.6. Geometric interpretation; 6.7. …”

Tabla de Contenidos: “…Control ElementsPanel Elements; Shape and Geometric Elements; Document Elements; Attributes; Attached Properties; Binding Properties; codebehind; Layout and Positioning; StackPanel and DockPanel; Using Width and Alignment; Margins and Padding; Grid; Absolute Positioning; Resources; Using Resources; Using Styles; Triggers; Storyboards and Animations; Storyboards; Controlling Animations; Animation Using Key Frames; III; Elements; Bold; Brush; Color; Figure; Floater; Frame; GradientStop; Image; ImageBrush; Inline; Italic; Label; LinearGradientBrush; LineBreak; List; ListItem; Paragraph; Pen…”

Tabla de Contenidos: “…""Classification metrics""""Extensions of the binary logistic classifier""; ""Multinomial logistic regression""; ""Predicting glass type""; ""Ordinal logistic regression""; ""Predicting wine quality""; ""Summary""; ""Chapter 4 : Neural Networks""; ""The biological neuron""; ""The artificial neuron""; ""Stochastic gradient descent""; ""Gradient descent and local minima""; ""The perceptron algorithm""; ""Linear separation""; ""The logistic neuron""; ""Multilayer perceptron networks""; ""Training multilayer perceptron networks""; ""Predicting the energy efficiency of buildings""…”

Tabla de Contenidos: “…ENMASCARAMIENTOBANDAS CRÍTICAS; PERCEPCIÓN DEL TIMBRE; DINÁMICA DE LA PERCEPCIÓN; PERCEPCIÓN DEL ESPACIO SONORO; 3- MICRÓFONOS; DEFINICIÓN; CARACTERÍSTICAS; Sensibilidad; Directividad; Impedancia; Respuesta de frecuencias; Nivel de ruido; Distorsión; Efecto de proximidad; Efecto de desfase; TRANSDUCTORES ACÚSTICOS; De Presión; De Gradiente; De Presión y Gradiente; De Interferencia; TRANSDUCTORES ELÉCTRICOS; Resistencia variable; Piezoeléctricos; Electrodinámicos; Electrostáticos; Electret; PZM; ACCESORIOS; Cápsulas; Cables; Transmisores; Parabólicas; Paravientos; Abrazaderas…”

Tabla de Contenidos: “…Chapter 2: Taming Big data Chapter 3: State of machine learning applications in investment management Chapter 4: Implementing alternative data in an investment Process Chapter 5: Using alternative and Big Data to trade macro assets Chapter 6: Big is beautiful: How email receipt data can help predict company sales Chapter 7: Ensemble learning applied to quant equity: gradient boosting in a multi-factor framework Chapter 8: A social media analysis of corporate culture Chapter 9: Machine Learning & Event Detection for Trading Energy Futures Chapter 10: Natural language processing of financial news Chapter 11: Support-Vector-Machine Based Global Tactical Asset Allocation Chapter 12: Reinforcement learning in finance Chapter 13: Deep learning in Finance: Prediction of stock returns with long short term memory networks Biography of contributors…”

Tabla de Contenidos: “…Chapter 11: Working with Hatches, Gradients, and Tool PalettesChapter 12: Dimensioning a Drawing; Chapter 13: Managing External References; Chapter 14: Using Layouts to Set Up a Print; Chapter 15: Printing an AutoCAD Drawing; Chapter 16: Creating 3D Geometry; Chapter 17: Rendering and Materials; Glossary; Index…”

Tabla de Contenidos: “…Logics for extensional, locally complete analysis via domain refinements -- Clustered Relational Thread-Modular Abstract Interpretation with Local Traces -- Adversarial Reachability for Program-level Security Analysis -- Automated Grading of Regular Expressions -- Builtin Types viewed as Inductive Families -- Pragmatic Gradual Polymorphism with References -- Modal crash types for intermittent computing -- Gradual Tensor Shape Checking -- A Type System for Effect Handlers and Dynamic Labels -- Interpreting Knowledge-based Programs -- Contextual Modal Type Theory with Polymorphic Contexts -- A Complete Inference System for Skip-free Guarded Kleene Algebra with Tests -- Quorum Tree Abstractions of Consensus Protocols -- MAG π : Types for Failure-Prone Communication -- System $Fˆ\mu \omega$ with Context-free Session Types -- Safe Session-Based Concurrency with Shared Linear State -- Bunched Fuzz: Sensitivity for Vector Metrics -- Fast and Correct Gradient-Based Optimisation for Probabilistic Programming via Smoothing -- Type-safe Quantum Programming in Idris -- Automatic Alignment in Higher-Order Probabilistic Programming Languages…”

Tabla de Contenidos: “…. -- Appendix B: A Brief Survey of the Conjugate Gradient Method. -- Appendix C: Estimation of the Direction of Arrival in One and Two Dimensions Using the Matrix Pencil Method. -- Index…”

Tabla de Contenidos: “…Feature importance -- Random forest -- Light gradient boosting -- Extreme gradient boosting -- 4.2.2. …”