NVIDIA open-sources structured-data-models: foundation models for tabular and time series data

lmoroney · x · 2026-10-19

NVIDIA released structured-data-models, an Apache-2.0 open-source library that puts pretrained foundation models for tabular, relational and time series data — including TabICLv2, TabFM, KumoTabular and TimesFM3 — behind a single PyTorch-compatible interface, with GPU preprocessing built in.

Since much of real-world ML runs on tables, the library makes structured-data foundation models directly callable; models like TabICLv2 support in-context learning. The repo has drawn 368 stars.

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