tempor.methods package¶
Subpackages¶
- tempor.methods.core package
- Submodules
- Module contents
- tempor.methods.pipeline package
- tempor.methods.prediction package
- tempor.methods.preprocessing package
- tempor.methods.time_to_event package
- Submodules
- tempor.methods.time_to_event.helper_embedding module
- tempor.methods.time_to_event.plugin_ddh module
- tempor.methods.time_to_event.plugin_ts_coxph module
- tempor.methods.time_to_event.plugin_ts_coxph.monkeypatch_lifelines_pd2_compatibility
- tempor.methods.time_to_event.plugin_ts_coxph.CoxPHTimeToEventAnalysisParams
- tempor.methods.time_to_event.plugin_ts_coxph.drop_constant_columns
- tempor.methods.time_to_event.plugin_ts_coxph.CoxPHSurvivalAnalysis
- tempor.methods.time_to_event.plugin_ts_coxph.CoxPHTimeToEventAnalysis
- tempor.methods.time_to_event.plugin_ts_xgb module
- Module contents
- Submodules
- tempor.methods.treatments package
Submodules¶
- tempor.methods.constants module
- tempor.methods.constants.Seq2seqParams
- encoder_rnn_type
- encoder_hidden_size
- encoder_num_layers
- encoder_bias
- encoder_dropout
- encoder_bidirectional
- encoder_nonlinearity
- encoder_proj_size
- decoder_rnn_type
- decoder_hidden_size
- decoder_num_layers
- decoder_bias
- decoder_dropout
- decoder_bidirectional
- decoder_nonlinearity
- decoder_proj_size
- adapter_hidden_dims
- adapter_out_activation
- predictor_hidden_dims
- predictor_out_activation
- max_len
- optimizer_str
- optimizer_kwargs
- batch_size
- epochs
- padding_indicator
- tempor.methods.constants.Seq2seqParams
Module contents¶
Package directory with all the methods (predictive models, preprocessing etc.) for the project.