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TemporAI

tempor.models package

tempor.models package¶

Subpackages¶

Submodules¶

tempor.models.constants module
tempor.models.ddh module
tempor.models.mlp module
- tempor.models.mlp.LinearLayer
  - Parameters
    - n_units_in
    - n_units_out
    - dropout
    - batch_norm
    - nonlin
    - device
  - forward
  - training
- tempor.models.mlp.ResidualLayer
  - Parameters
    - n_units_in
    - n_units_out
    - dropout
    - batch_norm
    - nonlin
    - device
  - forward
  - training
- tempor.models.mlp.MultiActivationHead
  - Parameters
    - activations
    - device
  - forward
  - training
- tempor.models.mlp.MLP
  - Parameters
    - task_type
    - n_units_in
    - n_units_out
    - n_layers_hidden
    - n_units_hidden
    - nonlin
    - nonlin_out
    - lr
    - weight_decay
    - opt_betas
    - n_iter
    - batch_size
    - n_iter_print
    - random_state
    - patience
    - n_iter_min
    - dropout
    - clipping_value
    - batch_norm
    - early_stopping
    - residual
    - loss
    - device
  - fit
  - predict_proba
  - predict
  - score
  - forward
  - training
tempor.models.samplers module
- tempor.models.samplers.BaseSampler
- tempor.models.samplers.ImbalancedDatasetSampler
  - train_test
    - Returns
    - Return type
tempor.models.transformer module
tempor.models.ts_model module
tempor.models.ts_ode module
tempor.models.utils module

Module contents¶

Package directory for underlying model components used by various methods.