August 2023
Intermediate to advanced
144 pages
3h 24m
English
Content preview from A Handbook of Mathematical Models with Python
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Index
As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.
A
acquisition function 104
adagrad method 47
Adaptive Moment Estimation (Adam) 18, 48, 113
anomaly detection , 39
artificial intelligence (AI) 13
automated machine learning (AutoML) 22
B
backpropagation 20
batch gradient descent (BGD) 45
Bayesian optimization 102, 103, 104
binary classifier 51
burn-in period 88
C
complex optimization algorithms 114
differentiable objective function 114
direct and stochastic algorithms 115, 116
problem, formulation 13
covariance matrix 31
cross-entropy 17
curse of dimensionality 29
D
dataset
determining, with number ...
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