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Deisenroth, Marc Peter, A. Aldo Faisal and Cheng Soon Ong. Mathematics for Machine Learning. Cambridge University Press, 2020.
The book is made freely available by the authors at:
https://mml-book.com
Deisenroth, Marc Peter, A. Aldo Faisal and Cheng Soon Ong. Mathematics for Machine Learning. Cambridge University Press, 2020.
The book is made freely available by the authors at:
https://mml-book.com
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101 |
Advanced Structured Prediction (Neural Information Processing series)
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Sebastian Nowozin (Editor)
4.50 avg rating — 2 ratings
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102 |
Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 1)
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4.25 avg rating — 8 ratings
score: 66,
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103 |
Non-Uniform Random Variate Generation
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4.50 avg rating — 2 ratings
score: 65,
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104 |
Optimal Quadratic Programming Algorithms: With Applications to Variational Inequalities (Springer Optimization and Its Applications, 23)
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104 |
Elements of Causal Inference: Foundations and Learning Algorithms (Adaptive Computation and Machine Learning series)
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3.63 avg rating — 49 ratings
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106 |
A User's Guide to Measure Theoretic Probability
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3.73 avg rating — 15 ratings
score: 63,
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107 |
Real Analysis and Probability (Cambridge Studies in Advanced Mathematics, Series Number 74)
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3.76 avg rating — 17 ratings
score: 62,
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1 person voted
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107 |
Optimization and Its Applications in Control and Data Sciences: In Honor of Boris T. Polyak’s 80th Birthday (Springer Optimization and Its Applications, 115)
by
Boris Goldengorin (Editor)
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score: 62,
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109 |
Multivariate Statistics: A Vector Space Approach (Wiley Series in Probability and Statistics)
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4.50 avg rating — 2 ratings
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110 |
KERNELS FOR STRUCTURED DATA
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111 |
Random Number Generation and Monte Carlo Methods
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3.57 avg rating — 7 ratings
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111 |
A First Course in Machine Learning
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3.92 avg rating — 26 ratings
score: 57,
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113 |
Markov Chain Monte Carlo in Practice
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W.R. Gilks (Editor)
3.70 avg rating — 23 ratings
score: 56,
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114 |
Traces and Determinants of Linear Operators (Operator Theory: Advances and Applications, 116)
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score: 55,
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114 |
Linear Algebra and Matrix Analysis for Statistics
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3.33 avg rating — 3 ratings
score: 55,
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116 |
The Linear Algebra a Beginning Graduate Student Ought to Know
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score: 54,
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116 |
Simulation and the Monte Carlo Method (Wiley Series in Probability and Statistics)
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3.17 avg rating — 6 ratings
score: 54,
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118 |
Teoria Generale Delle Equazioni, Vol. 1: In Cui Si Dimostra Impossibile la Soluzione Algebraica Delle Equazioni Generali di Grado Superiore al Quarto (Classic Reprint)
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119 |
Theory of Reproducing Kernels and Applications (Developments in Mathematics Book 44)
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120 |
Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation
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4.50 avg rating — 2 ratings
score: 51,
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machine-learning, mathematics
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