__total_variation_regularization__

functions for optimizing total variation regularization

pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__.acceleration(x, dt, params=None, options={'solver': 'MOSEK'}, dxdt_truth=None, tvgamma=0.01, padding='auto', optimization_method='Nelder-Mead', optimization_options={'maxiter': 20}, metric='rmse')

Optimize the parameters for pynumdiff.total_variation_regularization.acceleration See pynumdiff.optimize.__optimize__ and pynumdiff.total_variation_regularization.acceleration for detailed documentation.

pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__.iterative_velocity(x, dt, params=None, options={'cg_maxiter': 1000, 'scale': 'small'}, dxdt_truth=None, tvgamma=0.01, padding='auto', optimization_method='Nelder-Mead', optimization_options={'maxiter': 20}, metric='rmse')

Optimize the parameters for pynumdiff.total_variation_regularization.iterative_velocity See pynumdiff.optimize.__optimize__ and pynumdiff.total_variation_regularization.iterative_velocity for detailed documentation.

pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__.jerk(x, dt, params=None, options={'solver': 'MOSEK'}, dxdt_truth=None, tvgamma=0.01, padding='auto', optimization_method='Nelder-Mead', optimization_options={'maxiter': 20}, metric='rmse')

Optimize the parameters for pynumdiff.total_variation_regularization.jerk See pynumdiff.optimize.__optimize__ and pynumdiff.total_variation_regularization.jerk for detailed documentation.

pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__.jerk_sliding(x, dt, params=None, options={'solver': 'MOSEK'}, dxdt_truth=None, tvgamma=0.01, padding='auto', optimization_method='Nelder-Mead', optimization_options={'maxiter': 20}, metric='rmse')

Optimize the parameters for pynumdiff.total_variation_regularization.jerk_sliding See pynumdiff.optimize.__optimize__ and pynumdiff.total_variation_regularization.jerk_sliding for detailed documentation.

pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__.smooth_acceleration(x, dt, params=None, options={'solver': 'MOSEK'}, dxdt_truth=None, tvgamma=0.01, padding='auto', optimization_method='Nelder-Mead', optimization_options={'maxiter': 20}, metric='rmse')

Optimize the parameters for pynumdiff.total_variation_regularization.smooth_acceleration See pynumdiff.optimize.__optimize__ and pynumdiff.total_variation_regularization.smooth_acceleration for detailed documentation.

pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__.velocity(x, dt, params=None, options={'solver': 'MOSEK'}, dxdt_truth=None, tvgamma=0.01, padding='auto', optimization_method='Nelder-Mead', optimization_options={'maxiter': 20}, metric='rmse')

Optimize the parameters for pynumdiff.total_variation_regularization.velocity See pynumdiff.optimize.__optimize__ and pynumdiff.total_variation_regularization.velocity for detailed documentation.