tabular regression models

2 models · ranked by HuggingFace downloads

mitra-regressor

mitra-regressor is AutoGluon's MITRA tabular regression model, a transformer-based in-context learning predictor that performs regression on tabular datasets without gradient-based fine-tuning. Instead, it takes (features, labels) pairs from a training context directly in the forward pass and predicts test labels in a single inference step. Published in arXiv:2510.21204, it targets zero-shot tabular regression.

401,257 ↓ · 31 ♡

Nori

Nori is Synthefy's tabular regression foundation model using in-context learning, where regression is performed at inference time from feature examples rather than from trained task-specific weights. Uses a features-transformer architecture trained on synthetic tabular data.

352,363 ↓ · 5 ♡