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@ -81,6 +81,10 @@ def peano_curve(n): |
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return curve |
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PDIR = f"scripts" |
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Path(PDIR).mkdir(parents=True, exist_ok=True) |
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file_path = f"{PDIR}/{KIND}_sorted_indices.npy" |
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if KIND in ("lex", "alpha", "abc"): |
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preds = np.array(colors) |
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@ -88,7 +92,6 @@ elif KIND == "umap": |
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PDIR = f"scripts/{KIND}-prod" |
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Path(PDIR).mkdir(parents=True, exist_ok=True) |
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file_path = f"{PDIR}/{SEED:06d}.npy" |
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if Path(file_path).exists(): |
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print(f"Loading {file_path}") |
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preds = np.load(file_path) |
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@ -112,9 +115,6 @@ elif KIND == "umap": |
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preds = embedding[:, 0] |
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del reducer, embedding |
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# Save the sorted indices to disk |
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print(f"Saving {file_path}") |
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np.save(file_path, preds.ravel()) |
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elif KIND in ("cielab", "lab", "ciede2000"): |
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from skimage.color import deltaE_ciede2000, rgb2lab |
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@ -148,6 +148,9 @@ elif KIND == "hsv": |
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else: |
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raise ValueError(f"Unknown kind: {KIND}") |
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# Save the sorted indices to disk |
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print(f"Saving {file_path}") |
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np.save(file_path, preds.ravel()) |
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# Sort colors by the 1D representation |
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sorted_indices = np.argsort(preds) |
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