GeoForest is a tiny, reproducible sandbox for geometry-aware clustering built on unsupervised random-forest similarities.
It currently contains two scripts:
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geoforest_subspace.py – main dimension-sweep experiments on synthetic subspace clusters.
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geoforest_sweeps.py – robustness and ablation sweeps (SNR, imbalance, informative dims per cluster, #clusters, stability, axis-aligned vs oblique forests).