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This is a collection of scripts and functions that serve as exercises for understanding and writing various numerical methods from scratch.

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Jacob-Bado/Numerical-Methods-for-Engineering-Analysis

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Ensemble Kalman FIltering

Ensemble Kalman FIltering

 
 

MCMC Methods

MCMC Methods

 
 

Steepest Descent Optimization

Steepest Descent Optimization

 
 

accept-reject_algorithm_exercise.m

accept-reject_algorithm_exercise.m

 
 

ctl-systems_linear_quadratic_regulator.m

ctl-systems_linear_quadratic_regulator.m

 
 

gaussian_processes_exercise.m

gaussian_processes_exercise.m

 
 

kalman_filtering_exercise.m

kalman_filtering_exercise.m

 
 

linear_dynamical_system_exercise.m

linear_dynamical_system_exercise.m

 
 

monte_carlo_sampling_exercise.m

monte_carlo_sampling_exercise.m

 
 

test_svm.m

test_svm.m

 
 

train_svm.m

train_svm.m

 
 

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This is a collection of scripts and functions that serve as exercises for understanding and writing various numerical methods from scratch.

Topics

optimization monte-carlo-simulation dynamical-systems control-systems support-vector-machines markov-chains data-assimilation gaussian-processes kalman-filter
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