Man pages for LucasKookUZH/ontram-pkg
Ordinal transformation model neural networks

apply_gradientCompute gradient contribution for exact response
apply_gradient2Compute gradient contribution for exact response
coef.k_ontramS3 methods for 'k_ontram'
coef.ontramFunction for coef for simple ontram
compute_kappacompute Cohen's weighted kappa
compute_logLikCompute logLik contributions for exact response
compute_logLik2Compute logLik contributions for exact response
dot-initializer_bias_gammainitializer for equal class probs
dot-to_gammatheta to gamma
dot-to_thetagamma to theta
eval_batchwiseEvaluate fitted ontram models
expected_scoreExpected weighted kappa score
fit_k_ontramFunction for estimating a 'k_ontram' or 'k_ontram_ci' model
fit_k_ontram_augmented_dataFunction for estimating a 'k_ontram' or 'k_ontram_ci' model...
fit_ontramFunction for estimating the model
fit_ontram2Function for estimating the model
fit_ontram3Function for estimating the model
gamma_to_thetaTransform raw intercept function to constrained one
get_expectedexpected number of agreements under independence
get_lossget kappa loss python function
get_metricget kappa metric python function
get_weights_by_nameGet weights by name of layer
kappa_lossWeighted kappa loss function (R)
k_mod_baselineBaseline model
k_ontramKeras interface to ONTRAMs
k_ontram_accAccuracy function
k_ontram_aucAUC function
k_ontram_binllBinary logLik function
k_ontram_cqwkContinuous qwk
k_ontram_lossAnother keras implementation of the ontram loss
k_ontram_qwkDiscrete qwk
k_ontram_rpsRPS loss
layer_trafo_interceptLayer for transforming raw intercepts using softplus function
load_model_ontramLoad ontram model
load_ontram_historySave ontram history
metric_accAccuracy metric
metric_binllBinary NLL metric
metric_cqwkContinuous qwk metric
metric_k_aucAccuracy metric
metric_nllNLL metric
metric_qwkDiscrete qwk metric
metric_rpsCRPS metric
mod_baselineSequential model for the intercept function
mod_shiftSequential model for the shift function
mod_weights.ontramExtract model weights
ontramGeneral ordinal transformation neural network
ontram_polrCombine intercept and tabular model
pgompertzGompertz cdf python function
pgumbelGumbel cdf python function
plot.ontram_historyPlot ontram history
predict.k_ontramS3 methods for 'k_ontram'
predict.ontramFunction for predicting cdf, pdf and class and compute logLik
predict.ontram_rvFunction for predicting cdf, pdf and class and compute logLik
rpsRPS with weights
save_k_histSave history of keras model
save_model_ontramSave ontram model
save_ontram_historySave ontram history
simulate.k_ontramSimulate Responses
simulate.ontramSimulate Responses
warmstart.k_ontramSet initial weights
warmstart.k_ontram_ciSet initial weights
warmstart.ontramSet initial weights
warmstart.ontram_rvSet initial weights
weight_schemeWeighting scheme for Cohen's kappa
LucasKookUZH/ontram-pkg documentation built on March 27, 2023, 6:05 p.m.