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ComputeCV.sh
ComputeCV.sh
 
 
ComputePSIS_Hypos.py
ComputePSIS_Hypos.py
 
 
ComputeWAIC_Hypos.py
ComputeWAIC_Hypos.py
 
 
Epileptor2D_Hypos.stan
Epileptor2D_Hypos.stan
 
 
Epileptor2D_RK45_sbi.ipynb
Epileptor2D_RK45_sbi.ipynb
 
 
Epileptor2D_RK45_stats_sbi.ipynb
Epileptor2D_RK45_stats_sbi.ipynb
 
 
Epileptor2D_ode_sbi.ipynb
Epileptor2D_ode_sbi.ipynb
 
 
Epileptor2D_sde_sbi.ipynb
Epileptor2D_sde_sbi.ipynb
 
 
Epileptor2D_sde_sbi_fitfeatures.ipynb
Epileptor2D_sde_sbi_fitfeatures.ipynb
 
 
Epileptor2D_sde_sbi_fitfeatures_dejasim.ipynb
Epileptor2D_sde_sbi_fitfeatures_dejasim.ipynb
 
 
Epileptor2D_sde_sbi_fitstatsummary.ipynb
Epileptor2D_sde_sbi_fitstatsummary.ipynb
 
 
Epileptor2D_stats_sbi.ipynb
Epileptor2D_stats_sbi.ipynb
 
 
EpileptorInferHyposPrior.ipynb
EpileptorInferHyposPrior.ipynb
 
 
EpileptorODE_InferEta_Numpyro.html
EpileptorODE_InferEta_Numpyro.html
 
 
EpileptorODE_InferEta_Numpyro.ipynb
EpileptorODE_InferEta_Numpyro.ipynb
 
 
Epilptor2D_SBI_SME.ipynb
Epilptor2D_SBI_SME.ipynb
 
 
FittingEpileptor2D.ipynb
FittingEpileptor2D.ipynb
 
 
FittingEpileptor2D_ODE_NumPyro.ipynb
FittingEpileptor2D_ODE_NumPyro.ipynb
 
 
FittingEpileptor2D_ODE_Stan.ipynb
FittingEpileptor2D_ODE_Stan.ipynb
 
 
FittingEpileptor2D_SDE_Stan.ipynb
FittingEpileptor2D_SDE_Stan.ipynb
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
SimulatingEpileptor2D.ipynb
SimulatingEpileptor2D.ipynb
 
 
checking_converged_advi.py
checking_converged_advi.py
 
 
checking_converged_hmc.py
checking_converged_hmc.py
 
 
checking_converged_opt.py
checking_converged_opt.py
 
 
epileptor_ode_rk45_cen.stan
epileptor_ode_rk45_cen.stan
 
 
epileptor_ode_rk45_noncen.stan
epileptor_ode_rk45_noncen.stan
 
 
epileptor_sde_euler_cen.stan
epileptor_sde_euler_cen.stan
 
 
epileptor_sde_euler_noncen.stan
epileptor_sde_euler_noncen.stan
 
 
parse_csv.py
parse_csv.py
 
 
psis.py
psis.py
 
 
read_csvs.py
read_csvs.py
 
 
report_algconfigs.py
report_algconfigs.py
 
 
report_diagnostics_stan.py
report_diagnostics_stan.py
 
 
report_epileptor2D.py
report_epileptor2D.py
 
 
report_metrics.py
report_metrics.py
 
 
stan_utility.py
stan_utility.py
 
 
stat_summary.py
stat_summary.py
 
 

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Epileptor2D

Bayesian parameter inference of 2D Epileptor model in different tools.

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EpileptorParameterInference

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