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Split configuration into model, preprocessing, and trainer/runtime layers

Status: Open.

#309 In OpenTabular/DeepTab;

· mkumar73 opened on Apr 13, 2026

Replace public **kwargs estimator constructors with explicit signatures for stable models

Status: Open.

#310 In OpenTabular/DeepTab;

· mkumar73 opened on Apr 13, 2026

Move runtime and training controls out of model config

Status: Open.

#313 In OpenTabular/DeepTab;

· mkumar73 opened on Apr 13, 2026

Standardize fit, predict, predict_proba, score behavior

Status: Open.

#336 In OpenTabular/DeepTab;

· mkumar73 opened on May 14, 2026

Standardize fitted attributes

Status: Open.

#337 In OpenTabular/DeepTab;

· mkumar73 opened on May 14, 2026

api: rename deeptab.data_utils to deeptab.data

Status: Open.

#352 In OpenTabular/DeepTab;

· mkumar73 opened on May 24, 2026

api: rename MambularDataset to TabularDataset

Status: Open.

#353 In OpenTabular/DeepTab;

· mkumar73 opened on May 24, 2026

api: rename MambularDataModule to TabularDataModule

Status: Open.

#354 In OpenTabular/DeepTab;

· mkumar73 opened on May 24, 2026

api: introduce FeatureSchema for tabular inputs

Status: Open.

#355 In OpenTabular/DeepTab;

· mkumar73 opened on May 24, 2026

api: introduce SplitConfig for train/validation splitting

Status: Open.

#356 In OpenTabular/DeepTab;

· mkumar73 opened on May 24, 2026

api: move task-specific label logic out of TabularDataset

Status: Open.

#357 In OpenTabular/DeepTab;

· mkumar73 opened on May 24, 2026

api: add a typed TabularBatch container

Status: Open.

#358 In OpenTabular/DeepTab;

· mkumar73 opened on May 24, 2026

Add model inspection interface

Status: Open.

#366 In OpenTabular/DeepTab;

· mkumar73 opened on May 24, 2026

Add model.runtime_info()

Status: Open.

#367 In OpenTabular/DeepTab;

· mkumar73 opened on May 24, 2026

Keep deeptab.models as the public estimator layer and formalize its scope

Status: Open.

#368 In OpenTabular/DeepTab;

· mkumar73 opened on May 25, 2026

Create deeptab.architectures and move backbone implementations out of base_models

Status: Open.

#369 In OpenTabular/DeepTab;

· mkumar73 opened on May 25, 2026

Create deeptab.architectures.experimental for experimental backbones

Status: Open.

#370 In OpenTabular/DeepTab;

· mkumar73 opened on May 25, 2026

Keep deeptab.configs public and split it into core, models, and experimental

Status: Open.

#371 In OpenTabular/DeepTab;

· mkumar73 opened on May 25, 2026

Move BaseModelConfig, PreprocessingConfig, and TrainerConfig into configs.core

Status: Open.

#372 In OpenTabular/DeepTab;

· mkumar73 opened on May 25, 2026

Move model-specific configs into configs.models and experimental configs into configs.experimental

Status: Open.

#373 In OpenTabular/DeepTab;

· mkumar73 opened on May 25, 2026

Create deeptab.training for Lightning integration, pretraining, optimizer, scheduler, and loss handling

Status: Open.

#374 In OpenTabular/DeepTab;

· mkumar73 opened on May 25, 2026

Create deeptab.nn for reusable neural blocks, normalization, and initialization

Status: Open.

#375 In OpenTabular/DeepTab;

· mkumar73 opened on May 25, 2026

Create deeptab.hpo and move config_mapper.py into it

Status: Open.

#376 In OpenTabular/DeepTab;

· mkumar73 opened on May 25, 2026

Create deeptab.distributions module for LSS distributions

Status: Open.

#380 In OpenTabular/DeepTab;

· mkumar73 opened on May 25, 2026

Optimize just commands and remove unnecessary ones

Status: Open.

#381 In OpenTabular/DeepTab;

· mkumar73 opened on May 26, 2026