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[BUG] State and lifecycle defects: seeding, failed fits, trainer kwargs, device argument
bugSomething isn't workingSomething isn't workingStatus: Open.#452 In OpenTabular/DeepTab;[BUG] encode() returns dropout-corrupted embeddings and is completely broken for LSS models
bugSomething isn't workingSomething isn't workingStatus: Open.#451 In OpenTabular/DeepTab;[BUG] More config options that are silently ignored or crash (round 2)
bugSomething isn't workingSomething isn't workingStatus: Open.#450 In OpenTabular/DeepTab;[BUG] Save/load loses estimator state, and estimators are not recognised as classifiers/regressors by sklearn
bugSomething isn't workingSomething isn't workingStatus: Open.#449 In OpenTabular/DeepTab;[BUG] Reasonable inputs crash fit(): all-categorical frames, constant columns, all-NaN columns
bugSomething isn't workingSomething isn't workingStatus: Open.#448 In OpenTabular/DeepTab;[BUG] Ensemble LSS models (TabM, Trompt) crash for every single-parameter distribution family
bugSomething isn't workingSomething isn't workingStatus: Open.#447 In OpenTabular/DeepTab;[BUG] Second-pass findings: uninitialized train_features guard, phantom family keys in validation, CRPS fallback uses test labels, sparsemax in-place mutation, and more
bugSomething isn't workingSomething isn't workingStatus: Open.#426 In OpenTabular/DeepTab;[BUG] Assorted public-API crashes and robustness gaps (fit on lists, pickling, sample_weight, data API)
bugSomething isn't workingSomething isn't workingStatus: Open.#424 In OpenTabular/DeepTab;[BUG] Config-gated crashes and broken public nn blocks across architectures
bugSomething isn't workingSomething isn't workingStatus: Open.#423 In OpenTabular/DeepTab;[BUG] HPO driver: crashed trials can win the search, head_layer_sizes gets corrupted, best params are never refit
bugSomething isn't workingSomething isn't workingStatus: Open.#420 In OpenTabular/DeepTab;[BUG] LSS scoring/evaluation pipeline: score() double-transforms and returns a dict; evaluate() ignores the family; default metrics read wrong columns
bugSomething isn't workingSomething isn't workingStatus: Open.#419 In OpenTabular/DeepTab;[BUG] TabR/ModernNCA leak query labels into training-time retrieval; TabR memory_efficient path broken
bugSomething isn't workingSomething isn't workingStatus: Open.#413 In OpenTabular/DeepTab;