CoronaModeling
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Installation
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covid.covid_argparse
covid.environment
covid.fetch
covid.fetch.artificial_V
covid.fetch.init_estimation_params
covid.fetch.latlon_to_place
covid.fetch.Dataset
covid.models
covid.models.ramp_function
covid.models.CompartmentalModel
covid.models.SEAIQHRD
covid.models.SEIR
covid.models.SIR
covid.models.SIRD
covid.models.SIRV
covid.models.SIRVD
covid.models.Spatial_SIR
covid.postprocessing
covid.postprocessing.get_colormap
covid.postprocessing.get_date_labels
covid.postprocessing.get_map
covid.postprocessing.latlonrangetozoom
covid.postprocessing.latlontopixels
covid.postprocessing.load_data
covid.postprocessing.pixelstolatlon
covid.postprocessing.plot_compartment
covid.postprocessing.plot_compartment_comparison
covid.postprocessing.plot_compartments
covid.postprocessing.plot_compartments_comparison
covid.postprocessing.plot_doubling_trend
covid.utilities
covid.utilities.beta_interp
covid.utilities.cases_to_beta
covid.utilities.cost_func
covid.utilities.csv_to_json
covid.utilities.date_to_int
covid.utilities.doubling_time
covid.utilities.doubling_trend_to_Sd
covid.utilities.exp_decay_func
covid.utilities.exp_func
covid.utilities.exp_lin_func
covid.utilities.flatten
covid.utilities.get_beta_ramp
covid.utilities.get_logger
covid.utilities.get_seasonal_beta_variation
covid.utilities.grad_descent
covid.utilities.int_to_date
covid.utilities.interp_mat
covid.utilities.json_handler
covid.utilities.laplacian
covid.utilities.logistic_func
covid.utilities.vec_diff
covid.utilities.initial_values
Command Line Use
Run COVID model
Named Arguments
CoronaModeling
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covid.utilities.grad_descent
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covid.utilities.grad_descent
covid.utilities.
grad_descent
(
p0
,
J0
,
J1
,
dp
,
alpha
)
[source]
Gradient descent for parameter optimization