Issues

• [BUG] State and lifecycle defects: seeding, failed fits, trainer kwargs, device argument

  bug
  OpenTabular/DeepTab#452 · Filter by author ChrisW09 opened on Jul 27, 2026

• [BUG] encode() returns dropout-corrupted embeddings and is completely broken for LSS models

  bug
  OpenTabular/DeepTab#451 · Filter by author ChrisW09 opened on Jul 27, 2026

• [BUG] More config options that are silently ignored or crash (round 2)

  bug
  OpenTabular/DeepTab#450 · Filter by author ChrisW09 opened on Jul 27, 2026

• [BUG] Save/load loses estimator state, and estimators are not recognised as classifiers/regressors by sklearn

  bug
  OpenTabular/DeepTab#449 · Filter by author ChrisW09 opened on Jul 27, 2026

• [BUG] Ensemble LSS models (TabM, Trompt) crash for every single-parameter distribution family

  bug
  OpenTabular/DeepTab#447 · Filter by author ChrisW09 opened on Jul 27, 2026

• [BUG] Second-pass findings: uninitialized train_features guard, phantom family keys in validation, CRPS fallback uses test labels, sparsemax in-place mutation, and more

  bug
  OpenTabular/DeepTab#426 · Filter by author ChrisW09 opened on Jul 27, 2026

• [BUG] Assorted public-API crashes and robustness gaps (fit on lists, pickling, sample_weight, data API)

  bug
  OpenTabular/DeepTab#424 · Filter by author ChrisW09 opened on Jul 27, 2026

• [BUG] Config-gated crashes and broken public nn blocks across architectures

  bug
  OpenTabular/DeepTab#423 · Filter by author ChrisW09 opened on Jul 27, 2026
  1

• [BUG] HPO driver: crashed trials can win the search, head_layer_sizes gets corrupted, best params are never refit

  bug
  OpenTabular/DeepTab#420 · Filter by author ChrisW09 opened on Jul 27, 2026

• [BUG] LSS scoring/evaluation pipeline: score() double-transforms and returns a dict; evaluate() ignores the family; default metrics read wrong columns

  bug
  OpenTabular/DeepTab#419 · Filter by author ChrisW09 opened on Jul 27, 2026

• [BUG] TabR/ModernNCA leak query labels into training-time retrieval; TabR memory_efficient path broken

  bug
  OpenTabular/DeepTab#413 · Filter by author ChrisW09 opened on Jul 27, 2026

• Add dedicated foundation-model test job

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

• Add optional extras for foundation model dependencies

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

• Add TabICL adapter

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

• Add TabPFN adapter

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

• Define foundation-model adapter interface

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

• [FEATURE] Potential optimization for the selective_scan_seq

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

• [FEATURE]Embedding Layer: Include pre-encoded column names into embedding layers

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

• Positional Invariance Layer

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