Issues

• [BUG] PLR embeddings ignore frequencies_init_scale and always initialize with 0.01

  bug
  OpenTabular/DeepTab#501 · Filter by author ChrisW09 opened on Oct 21, 2026

• [BUG] LSS estimators ignore ObservabilityConfig: no lifecycle events, run directory or experiment-tracker logging

  bug
  OpenTabular/DeepTab#499 · Filter by author ChrisW09 opened on Oct 21, 2026

• [BUG] scaling_init="random-signs" leaves batch-ensemble scaling factors uninitialized

  bug
  OpenTabular/DeepTab#497 · Filter by author ChrisW09 opened on Oct 21, 2026

• [BUG] Missing values in single-row predictions are filled with 0/"missing" instead of the fitted imputer value

  bug
  OpenTabular/DeepTab#495 · Filter by author ChrisW09 opened on Oct 21, 2026

• [BUG] Classifier evaluate() passes raw labels to probability metrics: AUPRC/Brier/ECE are NaN or wrong for string or non-0..K-1 labels

  bug
  OpenTabular/DeepTab#493 · Filter by author ChrisW09 opened on Oct 21, 2026

• [BUG] sample_weight is applied to the wrong training rows when random_state is None (the default)

  bug
  OpenTabular/DeepTab#491 · Filter by author ChrisW09 opened on Oct 21, 2026

• [BUG] PreprocessingConfig changes made via set_params() or attribute assignment are ignored, so searches over preprocessing_config__* tune nothing

  bug
  OpenTabular/DeepTab#489 · Filter by author ChrisW09 opened on Oct 21, 2026

• [BUG] LSS fit does not validate targets for zip, beta and tweedie, or integer counts, so invalid targets crash mid-training or train silently

  bug
  OpenTabular/DeepTab#487 · Filter by author ChrisW09 opened on Oct 21, 2026

• [BUG] fit(enable_model_summary=False) is ignored because a ModelSummary callback is always added

  bug
  OpenTabular/DeepTab#485 · Filter by author ChrisW09 opened on Oct 21, 2026

• [BUG] Sequence architectures count tokens without the CLS and external-embedding tokens (shuffle_embeddings drops tokens, learned_flatten crashes)

  bug
  OpenTabular/DeepTab#483 · Filter by author ChrisW09 opened on Oct 21, 2026

• [BUG] pooling_method="rnn" and "conv" crash at the first forward pass on every pooling architecture

  bug
  OpenTabular/DeepTab#481 · Filter by author ChrisW09 opened on Oct 21, 2026

• [FEATURE] ROCm (AMD GPU) support

  enhancement
  OpenTabular/DeepTab#479 · Filter by author Svenum opened on Oct 18, 2026
  1

• Add dedicated foundation-model test job

  enhancement
  OpenTabular/DeepTab#393 · Filter by author mkumar73 opened on Jun 7, 2026 · M7 - Model Expansion
  

• Add optional extras for foundation model dependencies

  enhancement
  OpenTabular/DeepTab#392 · Filter by author mkumar73 opened on Jun 7, 2026 · M7 - Model Expansion
  

• Add TabICL adapter

  enhancement
  OpenTabular/DeepTab#391 · Filter by author mkumar73 opened on Jun 7, 2026 · M7 - Model Expansion
  

• Add TabPFN adapter

  enhancement
  OpenTabular/DeepTab#390 · Filter by author mkumar73 opened on Jun 7, 2026 · M7 - Model Expansion
  

• Define foundation-model adapter interface

  enhancement
  OpenTabular/DeepTab#389 · Filter by author mkumar73 opened on Jun 7, 2026 · M7 - Model Expansion
  

• [FEATURE] Potential optimization for selective_scan_seq (einsum discretisation)

  enhancement
  OpenTabular/DeepTab#250 · Filter by author nwuestefeld opened on Mar 20, 2025

• [FEATURE] Embedding layer: fuse pre-encoded column-name embeddings with value embeddings

  enhancement
  OpenTabular/DeepTab#227 · Filter by author AnFreTh opened on Feb 19, 2025 · M8 - Optimization and deployment
  

• [FEATURE] Expose a positional invariance layer through the model config

  enhancement
  OpenTabular/DeepTab#205 · Filter by author AnFreTh opened on Jan 18, 2025 · M8 - Optimization and deployment