HyperTab: hypernetwork for small tabular datasets
Project description
HyperTab
HyperTab is a hypernetwork-based classifier for small tabular datasets.
Installation
pip install hypertab
Usage
from hypertab import HyperTabClassifier
DEVICE = "cuda:0" if torch.cuda.is_available() else "cpu"
clf = HyperTabClassifier(0.2, device=DEVICE, test_nodes=100, epochs=10, hidden_dims=5)
clf.fit(X, y)
clf.predict(X)
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hypertab-0.1.4.tar.gz
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