“…Hibernate is the leading open source Java-based persistence, object relational management engine, recently repositioned as an object grid management engine. MongoDB is a growing, popular open source NoSQL framework, especially popular among cloud application and big data developers. …”

Tabla de Contenidos: “…Backtesting a moving average crossover strategy using crypto data -- Backtesting a mean-variance portfolio optimization -- Summary -- Chapter 13: Applied Machine Learning: Identifying Credit Default -- Loading data and managing data types -- Exploratory data analysis -- Splitting data into training and test sets -- Identifying and dealing with missing values -- Encoding categorical variables -- Fitting a decision tree classifier -- Organizing the project with pipelines -- Tuning hyperparameters using grid searches and cross-validation -- Summary -- Chapter 14: Advanced Concepts for Machine Learning Projects -- Exploring ensemble classifiers -- Exploring alternative approaches to encoding categorical features -- Investigating different approaches to handling imbalanced data -- Leveraging the wisdom of the crowds with stacked ensembles -- Bayesian hyperparameter optimization -- Investigating feature importance -- Exploring feature selection techniques -- Exploring explainable AI techniques -- Summary -- Chapter 15: Deep Learning in Finance -- Exploring fastai's Tabular Learner -- Exploring Google's TabNet -- Time series forecasting with Amazon's DeepAR -- Time series forecasting with NeuralProphet -- Summary -- Packtpage -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…How to Build Robust AI for Your Game / section II Architecture -- chapter 8 Modular AI / chapter 9 Overcoming Pitfalls in Behavior Tree Design / chapter 10 From Behavior to Animation -- A Reactive AI Architecture for Networked First-Person Shooter Games / chapter 11 A Character Decision-Making System for FINAL FANTASY XV by Combining Behavior Trees and State Machines / chapter 12 A Reusable, Light-Weight Finite-State Machine / chapter 13 Choosing Effective Utility-Based Considerations / chapter 14 Combining Scripted Behavior with Game Tree Search for Stronger, More Robust Game AI / section III Movement and Pathfinding -- chapter 15 Steering against Complex Vehicles in Assassins Creed Syndicate / chapter 16 Predictive Animation Control Using Simulations and Fitted Models / chapter 17 Fast Cars, Big City -- The AI of Driver San Francisco / chapter 18 A Unified Theory of Locomotion / chapter 19 RVO and ORCA -- How They Really Work / chapter 20 Optimization for Smooth Paths / chapter 21 3D Flight Navigation Using Sparse Voxel Octrees / chapter 22 Faster A* with Goal Bounding / chapter 23 Faster Dijkstra Search on Uniform Cost Grids / section IV Tactics and Strategy -- chapter 24 Being Where It Counts -- Telling Paragon Bots Where to Go / chapter 25 Combat Outcome Prediction for Real-Time Strategy Games / chapter 26 Guide to Effective Auto-Generated Spatial Queries / chapter 27 The Role of Time in Spatio-Temporal Reasoning -- Three Examples from Tower Defense / chapter 28 Pitfalls and Solutions When Using Monte Carlo Tree Search for Strategy and Tactical Games / chapter 29 Petri Nets and AI Arbitration / chapter 30 Hierarchical Portfolio Search in Prismata / section V Character Behavior -- chapter 31 Behavior Decision System -- Dragon Age Inquisitions Utility Scoring Architecture / chapter 32 Paragon Bots -- A Bag of Tricks / chapter 33 Using Your Combat AI Accuracy to Balance Difficulty / chapter 34 1000 NPCs at 60 FPS / chapter 35 Ambient Interactions -- Improving Believability by Leveraging Rule-Based AI / chapter 36 Stochastic Grammars -- Not Just for Words! …”

Tabla de Contenidos: “…Pedestrian Performance Data -- Federal Investigation of the Evacuation of the World Trade Center on September 11, 2001 -- Free speed distributions — Based on empirical data in different traffic conditions -- Collecting Pedestrian Trajectory Data In Real-time -- Full-Scale Evacuation Experiments in a smoke filled Rail Carriage — a detailed study of passenger behaviour under reduced visibility -- Minimum Stair Width for Evacuation, Overtaking Movement and Counterflow — Technical Bases and Suggestions for the Past, Present and Future -- Study on information guiding based on human psych-physiological responses in China -- Research on pedestrian crowd characteristics and behaviours in peak-time on Chinese campus -- Pedestrian Dynamics -- Behaviour on tunnel fire -- Earthquake — the importance of earthquake-resistant design in case of emergency evacuations -- Decision Loads and Route Qualities for Pedestrians — Key Requirements for the Design of Pedestrian Navigation Services -- Cyclone and Storm Surge, Pedestrian Evacuation and Emergency Response in India -- Experimental Study and Theoretical Analysis of Signage Legibility Distances as a Function of Observation Angle -- Exploring Pedestrian Shopping Decision Processes — an Application of Gene Expression Programming -- Evacuation Simulation -- A Discrete choice framework for acceleration and direction change behaviors in walking pedestrians -- Calibration and validation of the Legion simulation model using empirical data -- Evacuation Simulation for Road Tunnels — Findings from the use of microscopic methodology for escape route analyses -- A Data-Driven Model of Pedestrian Movement -- Distributed intelligence in pedestrian simulations -- Design of Escape Routes by Simulating Evacuation Dynamics in Conjunction with a Probabilistic Safety Concept -- The 2001 World Trade Centre Evacuation -- Dynamic Navigation Field — a local and on-demand family of algorithms for wayfinding -- Microscopic calibration and validation of pedestrian models — Cross-comparison of models using experimental data -- Pedestrian flow optimization with a genetic algorithm based on Boolean grids -- Developing a Pedestrian Agent Model for Analyzing an Overpass accident -- The simulation of crowd dynamics at very large events — Calibration, empirical data, and validation -- Moore and more and symmetry -- The RiMEA Project — Development of a new Regulation -- Football Stadium Simulation — A microscopic simulation of the pedestrian access -- Instability of pedestrian flow in two-dimensional optimal velocity model -- Evacuation Simulation at Linz Central Station — Usefulness during design, approval and start-up -- Why “Faster is Slower” in Evacuation Process -- Development of an Agent-based Behavior Module for Evacuation Models — Focused on the Behaviors in the Dark -- Comparative Investigation of the Dynamic Simulation of Foot Traffic Flow -- Evacuation from underground railway stations — Available and required safe egress time for different station types and general evaluation criteria -- A discrete microscopic model for pedestrian dynamics to manage emergency situations in airport terminals -- Steps Toward the Fundamental Diagram — Empirical Results and Modelling -- Model for Office Building Usage Simulation -- Features of Discrete Event Simulation Systems for Spatial Pedestrian and Evacuation Dynamics -- Evolving Direct Perception Models of Human Behavior in Building Systems -- Fundamental diagram of a one-dimensional cellular automaton model for pedestrian flow — the ASEP with shuffled update -- Ship Evacuation -- Implementing Ship Motion in AENEAS — Model Development and First Results -- Data Collection in Support of the Modelling of Naval Vessels -- Collective animal motion -- Self-organised choice based on inter-attraction: the example of gregarious animals -- Traffic on bi-directional ant-trails -- Herding in Real Escape Panic -- From Ant Trails to Pedestrian Dynamics — Learning from Nature…”

Tabla de Contenidos: “…The Toolbar Zoom buttons and PresetsThe Edit window zoom buttons; The Tool buttons; Zoomer Tool; Trimmer Tool; Selector Tool; Grabber Tool; Smart Tool; Scrub Tool; Pencil Tool; The Mode buttons; Zoom Toggle; Tab to Transients; Mirrored MIDI Editing; Link Timeline and Edit Selection; Link Track and Edit selection; Insertion Follows Playback; Location indicators; Edit Window MIDI editing controls; Cursor values display; Edit Window indicators; Grid and Nudge; 2.6 The rulers; 2.7 Edit window pop-up selectors; 2.8 Track heights; Continuously Variable track heights; 2.9 Zooming around; Zoom Toggle…”

Tabla de Contenidos: “…Building GitHub code repositories with TFBuildChapter 5: Testing Your Application; Introduction; Running NUnit tests in the CI Pipeline using TFBuild; Creating and setting up a Machine Group; Deploying a test agent through the TFBuild task; Distributing test execution on a Lab Machine Group; Triggering Selenium Web Tests on a Selenium Test Grid using TFBuild; Integrating the Cloud Load Testing Service in TFBuild; Analyzing test execution results from the Runs view; Exporting and importing test cases in Excel from TFS; Copying and cloning test suites and test cases…”

Tabla de Contenidos: “…IntroductionArranging several labels within a label frame widget; Using padding to add space around widgets; How widgets dynamically expand the GUI; Aligning the GUI widgets by embedding frames within frames; Creating menu bars; Creating tabbed widgets; Using the grid layout manager; Chapter 3: Look and Feel Customization; Introduction; Creating message boxes - information, warning, and error; How to create independent message boxes; How to create the title of a tkinter window form; Changing the icon of the main root window; Using a spin box control…”

Tabla de Contenidos: “…Color with the EyedropperApply a New Effect; Add a Text Box; Add WordArt; Arrange Objects with Smart Guides; Using the Grid and Guides; Nudge Objects; Align Objects; Flip and Rotate Objects; Chapter 7: Incorporating Media; Insert a Picture; Add a Border; Adjust Brightness and Contrast; Adjust Color; Using Artistic Effects; Crop a Picture; Remove the Background from a Picture; Insert a Screenshot; Create a Photo Album; Insert Video and Audio Clips; Record an Audio Clip; Trim Audio Clips; Trim Video Clips; Insert Video from the Internet; Insert a Hyperlink…”

Tabla de Contenidos: “…Making Extensible Collection Views; Problem; Solution; How It Works; Staggered Grid; Decorating Items; Item Animations; Summary; Chapter 2: User Interaction Recipes; 2-1. …”

Tabla de Contenidos: “…-- Famous OT attacks -- The Triton attack -- Oldsmar cyberattack on the US water system -- The Colonial Pipeline cyberattack -- The Ukraine electric grid attack -- How do these attacks impact businesses and humans? …”

Tabla de Contenidos: “…Apply filters as SMART FILTERS for dynamic adjustmentsChapter 3 Straightening, Cropping, and Resizing; CROP YOUR IMAGES and use a rule-of-thirds grid to improve composition; Create a LEVEL HORIZON; TRY A REVERSE CROP to expand the canvas; CROP AND STRAIGHTEN in Camera Raw; STRAIGHTEN CROOKED SCANS quickly; CROP MULTIPLE IMAGES from one original to create a triptych; CHANGE YOUR PERSPECTIVE with the Crop tool; STRAIGHTEN BUILDINGS with the Lens Correction filter; Create a PANORAMA FROM MULTIPLE PHOTOS; MAXIMIZE YOUR IMAGE SIZE with minimal visible loss; Chapter 4 Retouching Portraits…”

Tabla de Contenidos: “…ADD CONNECTOR LINES to objectsEmphasize images with BORDERS; CROP IMAGES to attract attention; COMPRESS GRAPHICS to make presentations load faster; Display pictures in a PHOTO ALBUM; BLEND GRAPHICS into the background; to your shapes ADD TEXT; APPLY 3-D EFFECTS to make graphics stand out; ALIGN GRAPHICS PERFECTLY using the grid and guidelines; Chapter 4 Using Timesaving Tools; PASTE SLIDES from one presentation to another; TURN A WORD OUTLINE into a PowerPoint Presentation; COPY FORMATTING from one slide to another; PUBLISH SLIDES to a Slide Library; REUSE SLIDES from a Slide Library…”

Tabla de Contenidos: “…Using wildcard charactersFiltering objects; Using comparison operators; Using aliases; Retrieving a list of all of your hosts; Displaying the output in a grid view; Summary; Chapter 2: Learning Basic PowerCLI Concepts; Using the Get-Command, Get-Help, and Get-Member cmdlets; Using Get-Command; Using Get-VICommand; Using Get-Help; Using Get-PowerCLIHelp; Using Get-PowerCLICommunity; Using Get-Member; Using providers and PSdrives; Using providers; Using PSDrives; Using the vSphere PowerCLI Inventory Provider; Using the vSphere PowerCLI Datastore Provider…”

Tabla de Contenidos: “…Der Leitfaden; Warum ein Grid vor die Softbox?; Künstler-Statements und die Unschuld der Bäume; 61-70; Stroboskop-Blitze vergleichen; Es gibt kein Geld in Live-Musik; Gekidnappt & verschleppt. …”

Tabla de Contenidos: “…Bead Board HolderBig Ben Clamp; Branch Holder; C-Clamp Branch Holder; Tree Branch Holder; Cable Crossovers; C-Clamps; Camera Wedge; Cardellini Clamp; Chain Vise Grips; Clipboard; Condor Bracket; Cribbing; Crowder Hanger; Cucoloris; Cup Blocks; Dots and Fingers; Drop Ceiling Scissor Clamp/Cable Holder; Drop Down, 45-Degree Angle; Empty Frames; Flag Box/Scrim Box; Flags and Cutters; Cutters; Flexarms; Furniture Clamp; Furniture Pad; Gaffer Grip; Grid Clamp; Grifflon; Grip Clip; Grip/Electrical Stage Box; Grip Helper; Grounding Rod/Spike; Hand Truck; Ladder…”

Tabla de Contenidos: “…Ironing out Irregularities3.9 The Tailgate; 3.10 The Tail Cover; 3.11 The Rear Bracket at the Tail; The Grid Areas; 3.12 Tail Lights; 3.13 The Gap Size; 3.14 Front Air Vents and the Windshield; 3.15 The Windshield Wiper; 3.16 The Door Handle and Exterior Mirror; 3.17 The Roof and Side Window; 3.18 The Tailgate Hinge; 3.19 Adding Various Small Parts; 3.20 Tires; 3.21 The Rim; 3.22 Materials for the Car; Nonreflective Surfaces; Using Individually Shaped Faces in Materials; Headlights; 3.23 The Lighting of the Car; 3.24 Creating Virtual Surroundings; Creating Clouds; 3.25 Baking Textures…”

Tabla de Contenidos: “…Logarithmic Degree with Prefix RoutingPRR; Tapestry; P-Grid; Pastry; Other Prefix-Routing Overlays; Chord; DKS(N,k,f); Chord#; Constant Degree; Features of Constant Degree Graphs; Koorde; Ulysses; Cycloid; Content Addressable Network (CAN); Kademlia; O(1)-Hop Routing; Multihop Versus One-Hop; Kelips; OneHop; EpiChord; Analytical Performance Bounds; Measurement Through Simulation; Summary; For Further Reading; Surveys and Frameworks; History of Distributed Hash Tables; Other Structured Overlays; Routing and Geometry in Computer Networks; Chapter 5: Structured Overlays: Maintenance and Dynamics…”

Tabla de Contenidos: “…Creating a User Interface with Data ControlsEditing Data with Data Controls; Adding Editing to the GridView Control; Adding New Data with Data Controls; Summary; Chapter 10: Using Cascading Style; Cascading Style Sheets; Inline Styles; Using Styles in Visual Web Developer; Style Management Windows; Clearing Styles; Setting Styles for the Personal Portal; Summary; Chapter 11: Understanding and Using Mashups; Introducing Mashups; Popfly; Creating Your First Mashup; Visual Web Developer and Popfly; Using Popfly Explorer; Embedding Mashups in ASP.NET Pages; Tweaking Your Mashup; Summary…”

Tabla de Contenidos: “…Rolling it All Together: Simple CalcSummary; Chapter 8 Building Visually Rich Internet Applications; Finding and Using Icons and Stock Photography; Iconfinder; Find Icons; Using an Icon; deviantART; iStockphoto; Guidance on Using Photos in Web Apps; Web Fonts; Google Web Fonts; Font Issues to Consider; CSS Frameworks; 1140px Grid; Less Framework 4; 320 and Up; Comparing Frameworks: About Jon!!…”

Tabla de Contenidos: “…Check Out the WallStore Videos; Share Videos; Search; Search Your Tablet with the Keypad; Search Your Tablet with Spoken Words; Summary; Chapter 5 The Play Store; Finding and Using Android Apps; Choosing an App; Installing an App; Updating an App; Submit a Review; Using the Play Store on the Web; Using Play Books; Using Play Movies; Using Google Play Music; Summary; Chapter 6 Using the Camera; Introducing the Android Camera Apps; Using the Tablet Camera; Choosing Camera Settings; Taking a Photo; Recording Video; Photographing or Recording Yourself; Using the Gallery; Grid View…”