Tabla de Contenidos: “…. -- Linear versus nonlinear -- Black box versus not -- Interpretability -- A pipeline -- Chapter 2: Pre-Model Workflow and Pre-Processing -- Introduction -- Creating sample data for toy analysis -- Getting ready -- How to do it... -- Creating a regression dataset -- Creating an unbalanced classification dataset -- Creating a dataset for clustering -- How it works... -- Scaling data to the standard normal distribution -- Getting ready -- How to do it... -- How it works... -- Creating binary features through thresholding -- Getting ready…”

Tabla de Contenidos: “…Chapter 15 Dealing with Common Datasets -- Understanding the Need for Standard Datasets -- Finding the Right Dataset -- Locating general dataset information -- Using library-specific datasets -- Loading a Dataset -- Working with toy datasets -- Creating custom data -- Fetching common datasets -- Manipulating Dataset Entries -- Determining the dataset content -- Creating a DataFrame -- Accessing specific records -- Part 5 Performing Simple Error Trapping -- Chapter 16 Handling Errors in Haskell -- Defining a Bug in Haskell -- Considering recursion -- Understanding laziness -- Using unsafe functions -- Considering implementation-specific issues -- Understanding the Haskell-Related Errors -- Fixing Haskell Errors Quickly -- Relying on standard debugging -- Understanding errors versus exceptions -- Chapter 17 Handling Errors in Python -- Defining a Bug in Python -- Considering the sources of errors -- Considering version differences -- Understanding the Python-Related Errors -- Dealing with late binding closures -- Using a variable -- Working with third-party libraries -- Fixing Python Errors Quickly -- Understanding the built-in exceptions -- Obtaining a list of exception arguments -- Considering functional style exception handling -- Part 6 The Part of Tens -- Chapter 18 Ten Must-Have Haskell Libraries -- binary -- Hascore -- vect -- vector -- aeson -- attoparsec -- bytestring -- stringsearch -- text -- moo -- Chapter 19 Ten (Plus) Must-Have Python Packages -- Gensim -- PyAudio -- PyQtGraph -- TkInter -- PrettyTable -- SQLAlchemy -- Toolz -- Cloudera Oryx -- funcy -- SciPy -- XGBoost -- Chapter 20 Ten Occupation Areas that Use Functional Programming -- Starting with Traditional Development -- Going with New Development -- Creating Your Own Development -- Finding a Forward-Thinking Business -- Doing Something Really Interesting…”

Tabla de Contenidos: “…-- You're overconfident (jumbo ego) -- Clearing Away the Obstacles -- Going back to familiar territory -- Tapping your personal network -- Designing an Environment that Inspires Creativity and Innovation -- Making time to be creative -- Find a favorite thinking space -- Play with toys, games, and kids -- Finding the right place for innovation -- Making your work environment friendly -- Growing Ideas with Outside Help: Incubators and Accelerators -- Spotting the Best Opportunities -- Finding opportunity in failure (yours and others) -- Finding opportunity for underrepresented communities -- Finding opportunity in things that don't go together -- Chapter 4 Testing an Opportunity Before You Leap -- Starting with Your First Risk: You! …”

Tabla de Contenidos: “…Java Jzero code -- Running the Jzero scanner -- Regular expressions are not always enough -- Summary -- Questions -- Chapter 4: Parsing -- Technical requirements -- Syntax analysis -- Context-free grammars -- Writing context-free grammar rules -- Writing rules for programming constructs -- Using iyacc and BYACC/J -- Declaring symbols in the header section -- Advanced yacc declarations -- Putting together the yacc context-free grammar section -- Understanding yacc parsers -- Fixing conflicts in yacc parsers -- Syntax error recovery -- Putting together a toy example -- Writing a parser for Jzero -- The Jzero lex specification -- The Jzero yacc specification -- Unicon Jzero code -- Java Jzero parser code -- Running the Jzero parser -- Improving syntax error messages -- Adding detail to Unicon syntax error messages -- Adding detail to Java syntax error messages -- Using Merr to generate better syntax error messages -- Summary -- Questions -- Chapter 5: Syntax Trees -- Technical requirements -- Using GNU Make -- Learning about trees -- Defining a syntax tree type -- Parse trees versus syntax trees -- Creating leaves from terminal symbols -- Wrapping tokens in leaves -- Working with YACC's value stack -- Wrapping leaves for the parser's value stack -- Determining which leaves you need -- Building internal nodes from production rules -- Accessing tree nodes on the value stack -- Using the tree node factory method -- Forming syntax trees for the Jzero language -- Debugging and testing your syntax tree -- Avoiding common syntax tree bugs -- Printing your tree in a text format -- Printing your tree using dot -- Summary -- Questions -- Section 2: Syntax Tree Traversals -- Chapter 6: Symbol Tables -- Technical requirements -- Establishing the groundwork for symbol tables -- Declarations and scopes -- Assigning and dereferencing variables…”

Tabla de Contenidos: “…-- What MIDI Isn't -- System Interconnections -- The MIDI Cable -- MIDI Phantom Power -- Wireless MIDI -- MIDI Jacks -- MIDI Echo -- Typical Configurations -- The Daisy Chain -- The Multiport Network -- MIDI 1.0 and 2.0 -- Exploring the MIDI 1.0 Spec -- The MIDI 1.0 Message -- MIDI Channels -- MIDI Modes -- Channel Voice Messages -- Explanation of Controller ID Parameters -- System Messages -- Exploring the MIDI 2.0 Spec -- Introduction to MIDI 2.0 -- The Three Bs -- Higher Resolution for Velocity and Control Messages -- Tighter Timing -- Sixteen Channels Become 256 -- Built-in Support for "Per-Note" Events -- MIDI 2.0 Meets VST 3 -- MIDI Capability Inquiry (MIDI-CI) -- The Three Ps -- The Universal MIDI Packet -- Groups -- MIDI 1.0 Protocol Inside the Universal MIDI Packet -- MIDI 2.0 Protocol Messages -- Expanded Resolution and Expanded Capabilities -- MIDI 2.0 Program Change Message -- The Future of MIDI 2.0 -- MIDI and the Computer -- Connecting to the Peripheral World -- The MIDI Interface -- Electronic Instruments -- Inside the Toys -- Instrument and Systems Plug-Ins -- Keyboards -- The MIDI Keyboard Controller -- The Drum Machine -- MIDI Drum Controllers -- Drum Replacement -- Sequencing -- Integrated Hardware Sequencers -- Software Sequencers…”

Tabla de Contenidos: “…Un ejemplo con intervalos de longitud o distancia -- Ejercicios -- Métodos -- Aplicaciones -- 5.7 Distribución hipergeométrica -- NOTAS Y COMENTARIOS -- Ejercicios -- Métodos -- Aplicaciones -- Resumen -- Glosario -- Fórmulas clave -- Ejercicios complementarios -- Apéndice 5.1 Distribuciones discretas de probabilidad con Minitab -- Apéndice 5.2 Distribuciones discretas de probabilidad con Excel -- Capítulo 6 Distribuciones continuas de probabilidad -- ESTADÍSTICA en LA PRÁCTICA PROCTER &amp -- GAMBLE* CINCINNATI, OHIO -- 6.1 Distribución uniforme -- El área como medida de la probabilidad -- NOTAS Y COMENTARIOS -- Ejercicios -- Métodos -- Aplicaciones -- 6.2 Distribución normal -- Curva normal -- Distribución normal estándar -- Cálculo de probabilidades para cualquier distribución normal -- El problema de Grear Tire Company -- Ejercicios -- Métodos -- Aplicaciones -- 6.3 Aproximación mediante la distribución normal de las probabilidades binomiales -- Ejercicios -- Métodos -- Aplicaciones -- 6.4 Distribución exponencial -- Cálculo de probabilidades para la distribución exponencial -- Relación entre las distribuciones de Poisson y exponencial -- NOTAS Y COMENTARIOS -- Ejercicios -- Métodos -- Aplicaciones -- Resumen -- Glosario -- Fórmulas clave -- Ejercicios complementarios -- Caso práctico Specialty Toys -- Informe gerencial -- Apéndice 6.1 Distribuciones continuas de probabilidad con Minitab -- Apéndice 6.2 Distribuciones continuas de probabilidad con Excel -- Capítulo 7 Muestreo y distribuciones muestrales o de muestreo -- ESTADÍSTICA en LA PRÁCTICA MEADWESTVACO CORPORATION* STAMFORD, CONNECTICUT -- 7.1 El problema de muestreo de Electronics Associates -- 7.2 Cómo seleccionar una muestra -- Muestreo de una población finita -- Muestreo de una población infinita -- NOTAS Y COMENTARIOS -- Ejercicios -- Métodos -- Aplicaciones -- 7.3 Estimación puntual…”

Tabla de Contenidos: “…-- Chapter 4 It's About Time: Setting Watch Faces, Alarms, Timers, and More -- Looking At the Built-In Watch Faces -- Activity (analog and digital) -- Artist -- Astronomy -- Breathe -- California -- Chronograph and Chronograph Pro -- Color -- Contour -- Count Up -- Explorer -- Fire and Water -- GMT -- Gradient -- Infograph, Infograph Modular -- Kaleidoscope -- Liquid Metal -- Memoji -- Meridian -- Mickey Mouse, Minnie Mouse -- Modular/Modular Compact/Modular Duo -- Motion -- Numerals, Numerals Duo/Numerals Mono -- Photos -- Portraits -- Pride Analog, Pride Digital, Pride Woven -- Simple -- Siri -- Solar Dial and Solar Graph -- Stripes -- TimeLapse -- Toy Story -- Typograph -- Unity -- Utility -- Vapor -- World Time -- X-Large…”

Tabla de Contenidos: “…2.2 Instrumentation Operators -- 2.3 Instrumentation Correctness -- 3 Instrumentation Application Strategies -- 4 Instrumentation Operators for Arrays -- 4.1 Instrumentation Operators for Quantification over Arrays -- 4.2 Instrumentation Operators for Aggregation over Arrays -- 5 Evaluation -- 5.1 Implementation -- 5.2 Experiments and Comparisons -- 6 Related Work -- 7 Conclusion -- References -- Boolean Abstractions for Realizability Modulo Theories -- 1 Introduction -- 2 Preliminaries -- 3 Boolean Abstraction -- 3.1 Notation -- 3.2 The Boolean Abstraction Algorithm -- 3.3 From Local Simulation to Equi-Realizability -- 4 Efficient Algorithms for Boolean Abstraction -- 4.1 Quasi-reactions -- 4.2 Quasi-reaction-based Optimizations -- 4.3 A Single Model-Loop Algorithm (Algorithm 2) -- 4.4 A Nested-SAT Algorithm (Algorithm 3) -- 5 Empirical Evaluation -- 6 Related Work and Conclusions -- References -- Certified Verification for Algebraic Abstraction -- 1 Introduction -- 2 Preliminaries -- 3 ToyLang -- 3.1 Syntax and Semantics -- 4 Algebraic Abstraction -- 4.1 Soundness Conditions -- 4.2 Polynomial Program Verification -- 5 Certified Verification -- 5.1 Verified Abstraction Algorithm -- 5.2 Verification through Certification -- 5.3 Optimization -- 6 Evaluation -- 6.1 Field and Group Operation in Elliptic Curves -- 6.2 Number-Theoretic Transform in Kyber -- 7 Conclusion -- References -- Complete Multiparty Session Type Projection with Automata -- 1 Introduction -- 2 Motivation and Overview -- 3 Preliminaries -- 4 Synthesizing Implementations -- 5 Checking Implementability -- 6 Soundness -- 7 Completeness -- 8 Complexity -- 9 Evaluation -- 10 Discussion -- 11 Related Work -- References -- Early Verification of Legal Compliance via Bounded Satisfiability Checking -- 1 Introduction -- 2 Preliminaries -- 3 Bounded Satisfiability Checking Problem…”

Tabla de Contenidos: “…-- The skinny on multiplayer -- Bang for your buck -- Pong -- The mechanic that launched a thousand games -- Have a go hero - redesign your favorite games -- Toy or story -- Pop Quiz - finding that singular piece of joy -- Redefining the sky -- Summary -- Let's begin -- 3. …”

Tabla de Contenidos: “…Handling sensor data in the event handler -- Using and formatting Johnny-Five sensor data -- Using .scaleTo() and .fscaleTo() to fine-tune measurements -- Printing sensor data to the command line -- Using barcli to make the data easier to see -- Importing barcli and constructing our barcli graph -- Getting the bar graph to update -- Creating our night-light -- Wiring up the LED -- Coding this project -- Summary -- Questions -- Further reading -- Chapter 6: Using Motors to Move Your Project -- Technical requirements -- More about motors -- How to control a motor with a microcontroller -- Preparing for a motor-driven project with Raspberry Pi -- Putting the hat together -- Putting the hat on the Pi -- The Johnny-Five motor object -- Constructors for our hat -- Functions that move the motor -- Adding REPL control -- Loading and running your motor -- Troubleshooting your motorized projects -- Project - cat toy -- Putting a piece of paper on the motor shaft -- Coding the randomness to start/stop the motor -- Project - using two gearbox motors and the motors object -- Wiring up your TT motors -- The motors Johnny-Five object -- Writing some functions -- Running our motors project -- Summary -- Questions -- Chapter 7: Using Servos for Measured Movement -- Technical requirements -- Differences between motors and servos -- Calculated movements -- Regular versus continuous servos -- Powering servos and motors -- Getting a servo working with Johnny-Five -- The Johnny-Five servo object -- Wiring the servo to our PWM hat -- Coding your first servo sweep -- Project - two servos and the REPL -- Wiring up a second servo -- Using the Johnny-Five servos object -- Adding the Servos object to our code -- Adding in REPL functionality -- Playing with our servos on the command line -- Project - light meter with the servo -- Adding in the light sensor…”

Tabla de Contenidos: “…A Primer to 13C Metabolic Flux Analysis -- Summary -- 5.1 Introduction -- 5.2 Input and Output Data of 13C MFA -- 5.3 A Brief History of 13C MFA -- 5.4 An Illustrative Toy Example -- 5.5 The Atom Transition Network -- 5.6 Isotopomers and Isotopomer Fractions -- 5.7 The Isotopomer Transition Network…”

“…This reissue includes a new foreword by John Lasseter, executive vice president of Pixar Animation Studios and director of 'Toy Story', 'Toy Story 2', 'A Bug's Life' and 'Monsters Inc.' …”