Search Results - (((((((anti OR granting) OR dantis) OR mantis) OR cantor) OR anne) OR find) OR fitting) algorithms.
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1
Responsible Data Science : transparency and fairness in algorithms
Published 2021Table of Contents: “…Lift (Gains) 31 -- Predicting Numeric Values 32 -- Goodness-of-Fit 32 -- Holdout Sets and Cross-Validation 33 -- Optimization and Loss Functions 34 -- Intrinsically Interpretable Models vs. …”
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Theory of randomized search heuristics : foundations and recent developments
Published 2011Full text (MFA users only)
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Algorithms in Bioinformatics : a Practical Introduction
Published 2009Full text (MFA users only)
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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…”
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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…”
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Stabilisation and Motion Control of Unstable Objects
Published 2015Full text (MFA users only)
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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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Algorithmic trading methods : applications using advanced statistics, optimization, and machine learning techniques
Published 2021Table of Contents: “…Transaction Cost Categorization -- Transaction Cost Analysis -- Implementation Shortfall -- Implementation Shortfall Formulation -- Evaluating Performance -- Comparing Algorithms -- Independent Samples -- Median Test -- Distribution Analysis -- Chi-Square Goodness of Fit -- Kolmogorov-Smirnov Goodness of Fit -- Experimental Design -- Final Note on Posttrade Analysis -- Chapter 4. …”
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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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Essays on algorithmic trading
Published 2014Table of Contents: “…4.2 Intention to use4.3 Performance Expectancy; 4.4 Effort Expectancy; 4.5 Task-Technology Fit; 4.6 Technology Expertise; 5 Results; 5.1 Quality criteria of the measurement model; 5.1.1 Reflective constructs; 5.1.2 Formative construct; 5.2 Quality criteria of the structural model; 6 Conclusion; References; Paper 2: Is Algorithmic Trading distinctively different?…”
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Elimination Practice : Software Tools and Applications (With Cd-Rom).
Published 2004Full text (MFA users only)
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Automatic defense against zero-day polymorphic worms in communication networks
Published 2013Full text (MFA users only)
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C++ Data Structures and Algorithms : Learn how to write efficient code to build scalable and robust applications in C++.
Published 2018Table of Contents: “…Chapter 4: Arranging Data Elements Using a Sorting AlgorithmTechnical requirements; Bubble sort; Selection sort; Insertion sort; Merge sort; Quick sort; Counting sort; Radix sort; Summary; QA section; Further reading; Chapter 5: Finding out an Element Using Searching Algorithms; Technical requirements; Linear search; Developing a linear search algorithm; Implementing the linear search algorithm; Binary search; Developing binary search algorithm; Implementing binary search algorithm ; Ternary search; Developing ternary search algorithm; Applying the ternary search algorithm.…”
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