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1
Book
Practical
statistics
for data scientists : 50+ essential concepts using R and Python /
Bruce, Peter
2020
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2
Book
Computer simulation of liquids /
Allen, Michael P.
2017
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“
...
statistical
mechanics...
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3
Book
The elements of
statistical
learning : data mining, inference, and prediction /
Hastie, Trevor
2017
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...
statistics
...
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4
Book
Applied predictive modeling /
Kuhn, Max
2016
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...mathematical
statistics
...
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5
Book
Statistical
mechanics : theory and molecular simulation /
Tuckerman, Mark E.
2010
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...
statistical
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6
Book
Pattern recognition and machine learning /
Bishop, Christopher M.
2009
“
...Information science and
statistics
...
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7
Book
Understanding molecular simulation : from algorithms to applications /
Frenkel, Daan
2002
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8
Book
Machine learning /
Mitchell, Thomas M.
1997
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...
statistics
...
”
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8
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8
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IEK-13
ZB
3
IAS-9
2
JCNS-4
2
IEK-11
1
IFF
1
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JSC
1
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Name
Allen, Michael P.
1
Bishop, Christopher M.
1
Bruce, Andrew
1
Bruce, Peter
1
Frenkel, Daan
1
Friedman, Jerome
1
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Gedeck, Peter
1
Hastie, Trevor
1
Johnson, Kjell
1
Kuhn, Max
1
Mitchell, Thomas M.
1
Smit, Berend
1
Tibshirani, Robert
1
Tildesley, Dominic J.
1
Tuckerman, Mark E.
1
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Subject
Monte Carlo method
2
computer simulation
2
molecular dynamics
2
neural network (computing)
2
statistical mechanics
2
statistics
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Data processing
1
classification
1
critical phenomena
1
data mining
1
fluid dynamics
1
free energy
1
learning theory
1
machine learning
1
mathematical statistics
1
modeling
1
molecular
1
path integral
1
pattern recognition
1
phase transition
1
prediction analysis
1
quantum mechanics
1
regression analysis
1
simulation
1
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Classification
MWG - Simulation, Monte Carlo method, random numbers
3
MWH - Statistics
2
010 - Simulation Science (textbook)
1
CAN - Chemistry - mathematical methods, computer applications
1
D
1
DYA - Artificial intelligence
1
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DYG - Pattern recognition
1
PCBB - Statistical mechanics
1
PCC - Quantum statistics, many particle problems
1
THQ - Fluid mechanics and dynamics
1
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Language
English
7
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