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1
Theory of randomized search heuristics : foundations and recent developments
Published 2011Full text (MFA users only)
Electronic eBook -
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Algorithms in Bioinformatics : a Practical Introduction
Published 2009Full text (MFA users only)
Electronic eBook -
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Algorithms for Dummies.
Published 2022Table of Contents: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Started with Algorithms -- Chapter 1 Introducing Algorithms -- Describing Algorithms -- The right way to make toast: Defining algorithm uses -- Finding algorithms everywhere -- Using Computers to Solve Problems -- Getting the most out of modern CPUs and GPUs -- Working with special-purpose chips -- Networks: Sharing is more than caring -- Leveraging available data…”
Full text (MFA users only)
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Essential algorithms : a practical approach to computer algorithms
Published 2013Full text (MFA users only)
Electronic eBook -
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Essential algorithms : a practical approach to computer algorithms using Python and C#
Published 2019Full text (MFA users only)
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Algorithmic composition : a guide to composing music with Nyquist
Published 2013Full text (MFA users only)
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Finding Alphas : a Quantitative Approach to Building Trading Strategies.
Published 2019Table of Contents: “…Data Inputs to an AlphaAlpha Universe; Alpha Prediction Frequency; Value of an Alpha; Practical Alpha Evaluation; Future Performance; Conclusion; 5 How to Develop an Alpha: A Case Study; Conclusion; 6 Data and Alpha Design; How we find Data for Alphas; Data Validation; Understand the Data Before Using it; Embrace the Big Data ERA; Conclusion; 7 Turnover; Alpha Horizon; The Cost of a Trade; The Crossing Effect; Controlling Turnover; Examples; Tuning the Turnover; 8 Alpha Correlation; Alpha PnL Correlation; Alpha Value Correlation; Correlation with Alpha Pool; Conclusion…”
Full text (MFA users only)
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Stabilisation and Motion Control of Unstable Objects
Published 2015Full text (MFA users only)
Electronic eBook -
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The golden ticket : P, NP, and the search for the impossible
Published 2013Full text (MFA users only)
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Mastering Machine Learning Algorithms : Expert techniques to implement popular machine learning algorithms and fine-tune your models.
Published 2018Table of Contents: “…Conditional probabilities and Bayes' theoremBayesian networks; Sampling from a Bayesian network; Direct sampling; Example of direct sampling; A gentle introduction to Markov chains; Gibbs sampling; Metropolis-Hastings sampling; Example of Metropolis-Hastings sampling; Sampling example using PyMC3; Hidden Markov Models (HMMs); Forward-backward algorithm; Forward phase; Backward phase; HMM parameter estimation; Example of HMM training with hmmlearn; Viterbi algorithm; Finding the most likely hidden state sequence with hmmlearn; Summary; Chapter 5: EM Algorithm and Applications.…”
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Pathway modeling and algorithm research
Published 2011Table of Contents: “…PATHWAY MODELING AND ALGORITHM RESEARCH; PATHWAY MODELING AND ALGORITHM RESEARCH; Contents; Preface; Biological Pathways and Their Modeling; Abstract; 1. …”
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Algorithms and architectures of artificial intelligence
Published 2007Full text (MFA users only)
Electronic eBook -
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An Introduction to Algorithmic Trading : Basic to Advanced Strategies.
Published 2011Table of Contents: “…Introduction to trading algorithms. History ; All about trading algorithms you ever wanted to know ... ; Algos defined and explained ; Who uses and provides algos ; Why have they become mainstream so quickly? …”
Full text (MFA users only)
Electronic eBook -
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Distributed algorithms on graphs : proceedings of the 1st International Workshop on Distributed Algorithms : Ottawa, Canada, August 1985
Published 1986Table of Contents: “…New upperbounds for decentralized extrema-finding in a ring of processors -- 4. Efficient algorithms for routing information in a multicomputer system -- 5. …”
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