{"title":"Timothy Masters","description":"\u003cp\u003eDelve into the suspenseful worlds crafted by Timothy Masters. Perfect for readers who enjoy thrilling mysteries and complex characters, explore his captivating novels and discover a new favourite author.\u003c\/p\u003e","products":[{"product_id":"deep-belief-nets-in-c-and-cuda-c-book-timothy-masters-9781507751473","title":"Deep Belief Nets in C++ and Cuda C","description":"Discover the essential building blocks of the most common forms of deep belief networks. At each step this book provides intuitive motivation, a summary of the most important equations relevant to the topic, and concludes with highly commented code for threaded computation on modern CPUs as well as massive parallel processing on computers with CUDA-capable video display cards. \u003cbr\u003eThe first of three in a series on C++ and CUDA C deep learning and belief nets, \u003ci\u003eDeep Belief Nets in C++ and CUDA C: Volume 1\u003c\/i\u003e shows you how the structure of these elegant models is much closer to that of human brains than traditional neural networks; they have a thought process that is capable of learning abstract concepts built from simpler primitives. As such, you'll see that a typical deep belief net can learn to recognize complex patterns by optimizing millions of parameters, yet this model can still be resistant to overfitting. \u003cbr\u003eAll the routines and algorithms presented in the book are available in the code download, which also contains some libraries of related routines. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eEmploy deep learning using C++ and CUDA C\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eWork with supervised feedforward networks \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eImplement restricted Boltzmann machines \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUse generative samplings\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDiscover why these are important\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003eThose who have at least a basic knowledge of neural networks and some prior programming experience, although some C++ and CUDA C is recommended.\u003cbr\u003e","brand":"WoB","offers":[{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":49614926217489,"sku":"GOR008454672","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":50764186452241,"sku":"CIN1507751478VG","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1507751478.jpg?v=1750796757"},{"product_id":"testing-and-tuning-market-trading-systems-book-timothy-masters-9781484241721","title":"Testing and Tuning Market Trading Systems","description":"Build, test, and tune financial, insurance or other market trading systems using C++ algorithms and statistics. You’ve had an idea and have done some preliminary experiments, and it looks promising. Where do you go from here?  Well, this book discusses and dissects this case study approach.      Seemingly good backtest performance isn't enough to justify trading real money. You need to perform rigorous statistical tests of the system's validity. Then, if basic tests confirm the quality of your idea, you need to tune your system, not just for best performance, but also for robust behavior in the face of inevitable market changes. Next, you need to quantify its expected future behavior, assessing how bad its real-life performance might actually be, and whether you can live with that. Finally, you need to find its theoretical performance limits so you know if its actual trades conform to this theoretical expectation, enabling you to dump the system if it does not liveup to expectations.  This book does not contain any sure-fire, guaranteed-riches trading systems. Those are a dime a dozen... But if you have a trading system, this book will provide you with a set of tools that will help you evaluate the potential value of your system, tweak it to improve its profitability, and monitor its on-going performance to detect deterioration before it fails catastrophically. Any serious market trader would do well to employ the methods described in this book.What You Will Learn      See how the      'spaghetti-on-the-wall' approach to trading system development can be done      legitimately Detect overfitting early in      development Estimate the probability      that your system's backtest results could have been due to just good luck Regularize a predictive      model so it automatically selects an optimal subset of indicator      candidates Rapidly find the global      optimum for any type of parameterized trading system Assess the ruggedness of      your trading system against market changes Enhance the stationarity and      information content of your proprietary indicators Nest one layer of      walkforward analysis inside another layer to account for selection bias in      complex trading systems Compute a lower bound on      your system's mean future performance Bound expected periodic      returns to detect on-going system deterioration before it becomes severe Estimate the probability of      catastrophic drawdown       Who This Book Is For    Experienced C++ programmers, developers, and software engineers.  Prior experience with rigorous statistical procedures to evaluate and maximize the quality of systems is recommended as well.","brand":"WoB","offers":[{"title":"US \/ GOOD \/ SBYB","offer_id":49726165156113,"sku":"CIN148424172XG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":49888673333521,"sku":"GOR013807886","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ NEW \/ INGRAM","offer_id":51029705326865,"sku":"NIN9781484241721","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52615980843281,"sku":"NLS9781484241721","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/148424172X.jpg?v=1751306680"},{"product_id":"signal-and-image-processing-with-neural-networks-book-timothy-masters-9780471049630","title":"Signal and Image Processing with Neural Networks","description":"Covering practical applications of digital signal and image processing in C++, this text describes how neural networks can be used to aid in the solution of DSP or imaging problems. The author assumes a minimum of maths in all cases and provides a wealth of examples for the professional software developer. The accompanying software includes a complete program for training, testing and using neural networks, along with C++ subroutines for all techniques discussed and source code for the book's example code.","brand":"WoB","offers":[{"title":"US \/ GOOD \/ SBYB","offer_id":49860203839761,"sku":"CIN0471049638G","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ WELL_READ \/ INTERNAL","offer_id":50154836066577,"sku":"GOR004479707","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":50797364904209,"sku":"CIN0471049638VG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":51232885735697,"sku":"GOR002479263","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ WELL_READ \/ SBYB","offer_id":53335986536721,"sku":"CIN0471049638A","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/0471049638.jpg?v=1751134754"},{"product_id":"practical-neural-network-recipes-in-c-book-timothy-masters-9780124790407","title":"Practical Neural Network Recipes in C++","description":"This text serves as a cookbook for neural network solutions to practical problems using C++. It will enable those with moderate programming experience to select a neural network model appropriate to solving a particular problem, and to produce a working program implementing that network. The book provides guidance along the entire problem-solving path, including designing the training set, preprocessing variables, training and validating the network, and evaluating its performance. Though the book is not intended as a general course in neural networks, no background in neural works is assumed and all models are presented from the ground up. The principle focus of the book is the three layer feedforward network, for more than a decade as the workhorse of professional arsenals. Other network models with strong performance records are also included. Bound in the book is an IBM diskette that includes the source code for all programs in the book. Much of this code can be easily adapted to C compilers. In addition, the operation of all programs is thoroughly discussed both in the text and in the comments within the code to facilitate translation to other languages.","brand":"WoB","offers":[{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":49921317404945,"sku":"GOR003012602","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ GOOD \/ SBYB","offer_id":50033677140241,"sku":"CIN0124790402G","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ LIKE_NEW \/ INTERNAL","offer_id":50934811066641,"sku":"GOR014131336","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ WELL_READ \/ SBYB","offer_id":51733809234193,"sku":"CIN0124790402A","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":53497931858193,"sku":"CIN0124790402VG","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/0124790402.jpg?v=1751132109"},{"product_id":"advanced-algorithms-for-neural-networks-book-timothy-masters-9780471105886","title":"Advanced Algorithms for Neural Networks","description":"Neural networks are intelligent computer systems that simulate human thought processes. This study explores the practical applications of several neural networks and their related algorithms. Each section of the text includes full examples, information about performance validation of the networks, and full C++ source code for all algorithms.","brand":"WoB","offers":[{"title":"US \/ GOOD \/ SBYB","offer_id":49942991765777,"sku":"CIN0471105880G","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ WELL_READ \/ SBYB","offer_id":50353170907409,"sku":"CIN0471105880A","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":52108775784721,"sku":"GOR007509524","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/0471105880.jpg?v=1750698543"},{"product_id":"assessing-and-improving-prediction-and-classification-book-timothy-masters-9781484137451","title":"Assessing and Improving Prediction and Classification","description":"\u003cp\u003e\u003cb\u003eThis elegant collector's edition presents the classic philosophical work\u0026gt;\u003ci\u003eThe Dialogues of Socrates\u0026gt;\u003c\/i\u003efeaturing gold cover embossing and gilded page-edges.\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eOne of the most influential texts in Western Philosophy, \u003ci\u003eThe Dialogues of Socrates\u003c\/i\u003e offers a detailed and eye-opening account of the Socratic belief through his conversations with follow Athenians. Written by Socrates' most dedicated student, Plato, it includes six dialogues which all come together to create a moving read for newly curious philosophy students and experienced intellectuals alike. \u003cp\u003e\u003c\/p\u003e- Charmides, in which Socrates discusses the meaning of restraint\u003cbr\u003e- Symposium, depicting a contest of speeches and rhetoric over the subject of love\u003cbr\u003e- Euthyphro, in which Socrates and Euthyphro ponder the meaning of piety\u003cbr\u003e- Apology which includes Socrates' defence from his trial\u003cbr\u003e- Crito which investigates the meaning of justice\u003cbr\u003e- Phaedo which recounts the day of Socrates death. \u003cp\u003e\u003c\/p\u003eThis\u0026gt;\u003cb\u003ebeautiful pocket-sized gift edition\u003c\/b\u003e contains these\u0026gt;\u003cb\u003eclassic and unabridged tales\u003c\/b\u003e, presented with a\u0026gt;\u003cb\u003egold embossed cover design\u003c\/b\u003e, \u003cb\u003e ivory pages\u003c\/b\u003e, \u003cb\u003ebeautifully designed endpapers\u003c\/b\u003e and\u0026gt;\u003cb\u003egold\u003c\/b\u003e \u003cb\u003egilded page edges.\u003c\/b\u003e Part of the\u0026gt;\u003ci\u003eArcturus\u003c\/i\u003e \u003ci\u003eOrnate Classics\u003c\/i\u003e series, this book makes wonderful gift for any philosophy lover. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eABOUT THE SERIES: \u003c\/b\u003e\u003ci\u003eArcturus Ornate Classics\u003c\/i\u003e are beautiful pocket editions of iconic literary works from across history. Presented with striking foil cover embossing, gilded page edges, and deluxe ivory paper, these editions make the perfect gift for lovers of classic literature.","brand":"WoB","offers":[{"title":"US \/ WELL_READ \/ SBYB","offer_id":49943557079313,"sku":"CIN1484137450A","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1484137450.jpg?v=1751211119"},{"product_id":"statistically-sound-machine-learning-for-algorithmic-trading-of-financial-instru-book-timothy-masters-9781489507716","title":"Statistically Sound Machine Learning for Algorithmic Trading of Financial Instruments","description":"This book serves two purposes. First, it teaches the importance of using sophisticated yet accessible statistical methods to evaluate a trading system before it is put to real-world use. In order to accommodate readers having limited mathematical background, these techniques are illustrated with step-by-step examples using actual market data, and all examples are explained in plain language. Second, this book shows how the free program TSB (Trading System Synthesis \u0026amp; Boosting) can be used to develop and test trading systems. The machine learning and statistical algorithms available in TSB go far beyond those available in other off-the-shelf development software. Intelligent use of these state-of-the-art techniques greatly improves the likelihood of obtaining a trading system whose impressive backtest results continue when the system is put to use in a trading account. Among other things, this book will teach the reader how to: Estimate future performance with rigorous algorithms Evaluate the influence of good luck in backtests Detect overfitting before deploying your system Estimate performance bias due to model fitting and selection of seemingly superior systems Use state-of-the-art ensembles of models to form consensus trade decisions Build optimal portfolios of trading systems and rigorously test their expected performance Search thousands of markets to find subsets that are especially predictable Create trading systems that specialize in specific market regimes such as trending\/flat or high\/low volatility More information on the TSB program can be found at TSBsoftware dot com.","brand":"WoB","offers":[{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":50031573008657,"sku":"CIN148950771XVG","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/148950771X.jpg?v=1750989091"},{"product_id":"deep-belief-nets-in-c-and-cuda-c-volume-1-book-timothy-masters-9781484235904","title":"Deep Belief Nets in C++ and CUDA C: Volume 1","description":"Discover the essential building blocks of the most common forms of deep belief networks. At each step this book provides intuitive motivation, a summary of the most important equations relevant to the topic, and concludes with highly commented code for threaded computation on modern CPUs as well as massive parallel processing on computers with CUDA-capable video display cards.  The first of three in a series on C++ and CUDA C deep learning and belief nets, Deep Belief Nets in C++ and CUDA C: Volume 1 shows you how the structure of these elegant models is much closer to that of human brains than traditional neural networks; they have a thought process that is capable of learning abstract concepts built from simpler primitives. As such, you’ll see that a typical deep belief net can learn to recognize complex patterns by optimizing millions of parameters, yet this model can still be resistant to overfitting.  All theroutines and algorithms presented in the book are available in the code download, which also contains some libraries of related routines.   What You Will Learn  Employ deep learning using C++ and CUDA C  Work with supervised feedforward networks   Implement restricted Boltzmann machines   Use generative samplings  Discover why these are important    Who This Book Is For Those who have at least a basic knowledge of neural networks and some prior programming experience, although some C++ and CUDA C is recommended.","brand":"WoB","offers":[{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":50377453601041,"sku":"CIN1484235908VG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52126436065553,"sku":"NLS9781484235904","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":52748964462865,"sku":"NIN9781484235904","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1484235908.jpg?v=1751053443"},{"product_id":"deep-belief-nets-in-c-and-cuda-c-volume-2-book-timothy-masters-9781484236451","title":"Deep Belief Nets in C++ and CUDA C: Volume 2","description":"Discover the essential building blocks of a common and powerful form of deep belief net: the autoencoder. You’ll take this topic beyond current usage by extending it to the complex domain for signal and image processing applications. Deep Belief Nets in C++ and CUDA C: Volume 2 also covers several algorithms for preprocessing time series and image data. These algorithms focus on the creation of complex-domain predictors that are suitable for input to a complex-domain autoencoder. Finally, you’ll learn a method for embedding class information in the input layer of a restricted Boltzmann machine. This facilitates generative display of samples from individual classes rather than the entire data distribution. The ability to see the features that the model has learned for each class separately can be invaluable.  At each step this book provides you with intuitive motivation, a summary of the most important equations relevant to the topic, and highly commented code for threaded computation on modern CPUs as well as massive parallel processing on computers with CUDA-capable video display cards.   What You'll Learn  Code for deep learning, neural networks, and AI using C++ and CUDA C  Carry out signal preprocessing using simple transformations, Fourier transforms, Morlet wavelets, and more  Use the Fourier Transform for image preprocessing  Implement autoencoding via activation in the complex domain  Work with algorithms for CUDA gradient computation  Use the DEEP operating manual    Who This Book Is For Those who have at least a basic knowledge of neural networks and some prior programming experience, although some C++ and CUDA C is recommended.","brand":"WoB","offers":[{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":50377459335441,"sku":"CIN1484236459VG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ NEW \/ INGRAM","offer_id":51029577859345,"sku":"NIN9781484236451","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52532193165585,"sku":"NLS9781484236451","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1484236459.jpg?v=1751372368"},{"product_id":"deep-belief-nets-in-c-and-cuda-c-volume-3-book-timothy-masters-9781484237205","title":"Deep Belief Nets in C++ and CUDA C: Volume 3","description":"Discover the essential building blocks of a common and powerful form of deep belief network: convolutional nets. This book shows you how the structure of these elegant models is much closer to that of human brains than traditional neural networks; they have a ‘thought process’ that is capable of learning abstract concepts built from simpler primitives. These models are especially useful for image processing applications.   At each step Deep Belief Nets in C++ and CUDA C: Volume 3 presents intuitive motivation, a summary of the most important equations relevant to the topic, and concludes with highly commented code for threaded computation on modern CPUs as well as massive parallel processing on computers with CUDA-capable video display cards. Source code for all routines presented in the book, and the executable CONVNET program which implements these algorithms, are available for free download.  What You Will Learn  Discover convolutional nets and how to use them  Build deep feedforward nets using locally connected layers, pooling layers, and softmax outputs  Master the various programming algorithms required  Carry out multi-threaded gradient computations and memory allocations for this threading  Work with CUDA code implementations of all core computations, including layer activations and gradient calculations  Make use of the CONVNET program and manual to explore convolutional nets and case studies    Who This Book Is For Those who have at least a basic knowledge of neural networks and some prior programming experience, although some C++ and CUDA C is recommended.","brand":"WoB","offers":[{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":50384982901009,"sku":"CIN148423720XVG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ NEW \/ INGRAM","offer_id":51029384986897,"sku":"NIN9781484237205","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52597402272017,"sku":"NLS9781484237205","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/148423720X.jpg?v=1751273685"},{"product_id":"building-a-hauptwerk-organ-step-by-step-book-timothy-masters-9781546314875","title":"Building a Hauptwerk Organ Step by Step","description":null,"brand":"WoB","offers":[{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":50438953697553,"sku":"GOR011737224","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ NEW \/ INGRAM","offer_id":51036992733457,"sku":"NIN9781546314875","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1546314873.jpg?v=1751448269"},{"product_id":"deep-belief-nets-in-c-and-cuda-c-book-timothy-masters-9781514365991","title":"Deep Belief Nets in C++ and Cuda C","description":"Discover the essential building blocks of a common and powerful form of deep belief net: the autoencoder. You'll take this topic beyond current usage by extending it to the complex domain for signal and image processing applications. \u003ci\u003eDeep Belief Nets in C++ and CUDA C: Volume 2 \u003c\/i\u003ealso covers several algorithms for preprocessing time series and image data. These algorithms focus on the creation of complex-domain predictors that are suitable for input to a complex-domain autoencoder. Finally, you'll learn a method for embedding class information in the input layer of a restricted Boltzmann machine. This facilitates generative display of samples from individual classes rather than the entire data distribution. The ability to see the features that the model has learned for each class separately can be invaluable. \u003cbr\u003eAt each step this book\u003ci\u003e \u003c\/i\u003eprovides you with intuitive motivation, a summary of the most important equations relevant to the topic, and highly commented code for threaded computation on modern CPUs as well as massive parallel processing on computers with CUDA-capable video display cards. \u003cbr\u003e\u003cb\u003e\u003cbr\u003e\u003c\/b\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eCode for deep learning, neural networks, and AI using C++ and CUDA C\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eCarry out signal preprocessing using simple transformations, Fourier transforms, Morlet wavelets, and more\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUse the Fourier Transform for image preprocessing\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eImplement autoencoding via activation in the complex domain\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eWork with algorithms for CUDA gradient computation\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUse the DEP operating manual\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003eThose who have at least a basic knowledge of neural networks and some prior programming experience, although some C++ and CUDA C is recommended.\u003cbr\u003e","brand":"WoB","offers":[{"title":"US \/ GOOD \/ SBYB","offer_id":50764201132305,"sku":"CIN1514365995G","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":50886100484369,"sku":"GOR010858023","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1514365995.jpg?v=1751340214"},{"product_id":"assessing-and-improving-prediction-and-classification-book-timothy-masters-9781484233351","title":"Assessing and Improving Prediction and Classification","description":"Assess the quality of your prediction and classification models in ways that accurately reflect their real-world performance, and then improve this performance using state-of-the-art algorithms such as committee-based decision making, resampling the dataset, and boosting.  This book presents many important techniques for building powerful, robust models and quantifying their expected behavior when put to work in your application. Considerable attention is given to information theory, especially as it relates to discovering and exploiting relationships between variables employed by your models.  This presentation of an often confusing subject avoids advanced mathematics, focusing instead on concepts easily understood by those with modest background in mathematics. All algorithms include an intuitive explanation of operation, essential equations, references to more rigorous theory, and commented C++ source code.  Manyof these techniques are recent developments, still not in widespread use.  Others are standard algorithms given a fresh look.  In every case, the emphasis is on practical applicability, with all code written in such a way that it can easily be included in any program.  What You'll Learn  Compute entropy to detect problematic predictors  Improve numeric predictions using constrained and unconstrained combinations, variance-weighted interpolation, and kernel-regression smoothing  Carry out classification decisions using Borda counts, MinMax and MaxMin rules, union and intersection rules, logistic regression, selection by local accuracy, maximization of the fuzzy integral, and pairwise coupling  Harness information-theoretic techniques to rapidly screen large numbers of candidate predictors, identifying those that are especially promising  Use Monte-Carlo permutation methods to assessthe role of good luck in performance results  Compute confidence and tolerance intervals for predictions, as well as confidence levels for classification decisions     Who This Book is For Anyone who creates prediction or classification models will find a wealth of useful algorithms in this book.  Although all code examples are written in C++, the algorithms are described in sufficient detail that they can easily be programmed in any language.","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51029367849233,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":51029374435601,"sku":"NIN9781484233351","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52147763314961,"sku":"NLS9781484233351","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1484233352.jpg?v=1751243147"},{"product_id":"statistically-sound-indicators-for-financial-market-prediction-book-timothy-masters-9781698339993","title":"Statistically Sound Indicators For Financial Market Prediction","description":"\u003cp\u003eNEWS FLASH... This book was just awarded Book of the Year by The Technical Analyst \u003c\/p\u003e\u003cp\u003eIn my decades of professional experience as a statistical consultant in the field of financial market trading, the single most important lesson that I've learned about trading is this: the quality of the indicators is vastly more important than the quality of the trading algorithm or predictive model. If you are sloppy about your indicator computation, no high-tech model or algorithm is going to bail you out. Garbage in, garbage out still rules.\u003c\/p\u003e\u003cp\u003eThis book presents numerous traditional and modern indicators that have been shown to carry significant predictive information. But it will do far more than just that. In addition to a wealth of useful indicators, you will see the following issues discussed: \u003c\/p\u003e\u003cp\u003e There are simple tests that let you measure the potential information-carrying capacity of an indicator. If your proposed indicator fails this information-capacity test, you should consider revising it. This book describes simple transformations that raise the information-carrying capacity of your indicators and make them more useful for algorithmic trading.\u003c\/p\u003e\u003cp\u003e You will learn how to locate the regions in your indicator's domain where maximum predictive power occurs so that you can focus on these important values.\u003c\/p\u003e\u003cp\u003e You will learn how to compute statistically sound probabilities to help you decide whether the performance of an indicator is legitimate or just the product of random good luck.\u003c\/p\u003e Most traditional indicators examine one market at a time. But you will learn how examining pairs of markets, or even large collections of markets simultaneously, can provide valuable indicators that quantify complex inter-market relationships.\u003cp\u003e Govinda Khalsa devised a powerful indicator called the Follow-Through Index which reveals how likely it is that an existing trend will continue. This indicator is extremely useful to trend-following traders, but due to its complexity it is not widely employed. This book presents its essential theory and implementation in C++.\u003c\/p\u003e\u003cp\u003e Gary Anderson developed a detailed and profound theory of market behavior that he calls The JANUS Factor. This theory enables computation of several powerful indicators that tell us, among other things, when trading opportunities are most likely to be profitable and when we should stay out of the market. This book provides the fundamental theory behind The JANUS Factor along with extensive C++ code.\u003c\/p\u003e\u003cp\u003eWhether you compute a few indicators and trade by watching their plots on a computer screen, or do simple automated algorithmic trading, or employ sophisticated predictive models, this book provides tools that help you take your trading to a higher, more profitable level.\u003c\/p\u003e","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51047038189841,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":51047041827089,"sku":"NIN9781698339993","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":52814968750353,"sku":"CIN1698339992VG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ GOOD \/ SBYB","offer_id":53505723728145,"sku":"CIN1698339992G","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1698339992.jpg?v=1751215703"},{"product_id":"modern-stereogram-algorithms-for-art-and-scientific-visualization-book-timothy-masters-9781719097406","title":"Modern Stereogram Algorithms for Art and Scientific Visualization","description":null,"brand":"WoB","offers":[{"title":"US \/ NEW \/ INGRAM","offer_id":51047857029393,"sku":"NIN9781719097406","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1719097402.jpg?v=1751153214"},{"product_id":"red-dust-and-bones-book-timothy-masters-9781515062431","title":"Red Dust and Bones","description":null,"brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51151992226065,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":51151993962769,"sku":"NIN9781515062431","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1515062430.jpg?v=1750797221"},{"product_id":"modern-data-mining-algorithms-in-c-and-cuda-c-book-timothy-masters-9781484259870","title":"Modern Data Mining Algorithms in C++ and CUDA C","description":"Discover a variety of data-mining algorithms that are useful for selecting small sets of important features from among unwieldy masses of candidates, or extracting useful features from measured variables.     As a serious data miner you will often be faced with thousands of candidate features for your prediction or classification application, with most of the features being of little or no value. You’ll know that many of these features may be useful only in combination with certain other features while being practically worthless alone or in combination with most others. Some features may have enormous predictive power, but only within a small, specialized area of the feature space. The problems that plague modern data miners are endless. This book helps you solve this problem by presenting modern feature selection techniques and the code to implement them. Some of these techniques are:    Forward selection component      analysis Local feature selection Linking features and a target      with a hidden Markov model Improvements on traditional      stepwise selection Nominal-to-ordinal      conversion   All algorithms are intuitively justified and supported by the relevant equations and explanatory material. The author also presents and explains complete, highly commented source code.     The example code is in C++ and CUDA C but Python or other code can be substituted; the algorithm is important, not the code that's used to write it.      What You Will Learn      Combine principal component      analysis with forward and backward stepwise selection to identify a      compact subset of a large collection of variables that captures the      maximum possible variation within the entire set. Identify features that may      have predictive power over only a small subset of the feature domain. Such      features can be profitably used by modern predictive models but may be      missed by other feature selection methods. Find an underlying hidden      Markov model that controls the distributions of feature variables and the      target simultaneously. The memory inherent in this method is especially      valuable in high-noise applications such as prediction of financial      markets. Improve traditional stepwise      selection in three ways: examine a collection of 'best-so-far' feature      sets; test candidate features for inclusion with cross validation to      automatically and effectively limit model complexity; and at each step estimate      the probability that our results so far could be just the product of      random good luck. We also estimate the probability that the improvement      obtained by adding a new variable could have been just good luck.  Take a potentially valuable      nominal variable (a category or class membership) that is unsuitable for      input to a prediction model, and assign to each category a sensible      numeric value that can be used as a model input.        Who This Book Is For     Intermediate to advanced data science programmers and analysts.","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51235064283409,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":51235064381713,"sku":"GOR014205611","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52676345037073,"sku":"NLS9781484259870","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":52748970033425,"sku":"NIN9781484259870","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1484259874.jpg?v=1751339090"},{"product_id":"ixinia-book-timothy-masters-9781515065708","title":"Ixinia","description":null,"brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51675572928785,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":51675573059857,"sku":"NIN9781515065708","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1515065707.jpg?v=1750828649"},{"product_id":"drawn-to-injustice-book-timothy-masters-9780425247921","title":"Drawn to Injustice","description":null,"brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51758438121745,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":51758438875409,"sku":"CIN0425247929VG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ GOOD \/ SBYB","offer_id":51899268464913,"sku":"CIN0425247929G","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ WELL_READ \/ SBYB","offer_id":53095650296081,"sku":"CIN0425247929A","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9780425247921.jpg?v=1751341219"},{"product_id":"data-mining-algorithms-in-c-book-timothy-masters-9781484233146","title":"Data Mining Algorithms in C++","description":"Discover hidden relationships among the variables in your data, and learn how to exploit these relationships.  This book presents a collection of data-mining algorithms that are effective in a wide variety of prediction and classification applications.  All algorithms include an intuitive explanation of operation, essential equations, references to more rigorous theory, and commented C++ source code. Many of these techniques are recent developments, still not in widespread use.  Others are standard algorithms given a fresh look.  In every case, the focus is on practical applicability, with all code written in such a way that it can easily be included into any program.  The Windows-based DATAMINE program lets you experiment with the techniques before incorporating them into your own work. What You'll Learn  Use Monte-Carlo permutation tests to provide statistically sound assessments of relationships present in your data  Discover how combinatorially symmetric cross validation reveals whether your model has true power or has just learned noise by overfitting the data  Work with feature weighting as regularized energy-based learning to rank variables according to their predictive power when there is too little data for traditional methods  See how the eigenstructure of a dataset enables clustering of variables into groups that exist only within meaningful subspaces of the data  Plot regions of the variable space where there is disagreement between marginal and actual densities, or where contribution to mutual information is high    Who This Book Is For  Anyone interested in discovering and exploiting relationships among variables.  Although all code examples are written in C++, the algorithms are described in sufficient detail that they can easily be programmed in any language.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52120185897233,"sku":"NLS9781484233146","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53036568183057,"sku":"NIN9781484233146","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781484233146.jpg?v=1757424427"},{"product_id":"computer-art-and-illusions-book-timothy-masters-9798563263116","title":"Computer Art and Illusions","description":null,"brand":"WoB","offers":[{"title":"US \/ NEW \/ INGRAM","offer_id":53662424891665,"sku":"NIN9798563263116","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9798563263116.jpg?v=1781444671"},{"product_id":"permutation-and-randomization-tests-for-trading-system-development-book-timothy-masters-9798607808105","title":"Permutation and Randomization Tests for Trading System Development","description":null,"brand":"WoB","offers":[{"title":"US \/ NEW \/ INGRAM","offer_id":53662658363665,"sku":"NIN9798607808105","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9798607808105.jpg?v=1781446239"}],"url":"https:\/\/www.worldofbooks.com\/en-gb\/collections\/author-books-by-timothy-masters.oembed?page=2","provider":"World of Books ","version":"1.0","type":"link"}