Spaces:
Sleeping
Sleeping
update gpu
Browse files
app.py
CHANGED
@@ -559,7 +559,7 @@ def compute_ncut(
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start = time.time()
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if embedding_method == "UMAP":
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rgb = rgb_from_umap_3d(
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eigvecs,
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n_neighbors=n_neighbors,
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min_dist=min_dist,
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@@ -659,7 +659,7 @@ demo = gr.Interface(
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gr.Slider(0.01, 1, step=0.01, label="Affinity focal gamma", value=0.3, elem_id="affinity_focal_gamma", info="decrease for more aggressive cleaning on the affinity matrix"),
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gr.Slider(100, 10000, step=100, label="num_sample (NCUT)", value=5000, elem_id="num_sample_ncut", info="for Nyström approximation"),
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gr.Slider(1, 100, step=1, label="KNN (NCUT)", value=10, elem_id="knn_ncut", info="for Nyström approximation"),
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gr.Dropdown(["t-SNE", "UMAP"], label="Embedding method", value="
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gr.Slider(100, 1000, step=100, label="num_sample (t-SNE/UMAP)", value=300, elem_id="num_sample_tsne", info="for Nyström approximation. Adding will slow down quite a lot"),
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gr.Slider(1, 100, step=1, label="KNN (t-SNE/UMAP)", value=10, elem_id="knn_tsne", info="for Nyström approximation"),
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gr.Slider(10, 500, step=10, label="Perplexity (t-SNE)", value=150, elem_id="perplexity", info="for t-SNE"),
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start = time.time()
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if embedding_method == "UMAP":
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X_3d, rgb = rgb_from_umap_3d(
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eigvecs,
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n_neighbors=n_neighbors,
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min_dist=min_dist,
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gr.Slider(0.01, 1, step=0.01, label="Affinity focal gamma", value=0.3, elem_id="affinity_focal_gamma", info="decrease for more aggressive cleaning on the affinity matrix"),
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gr.Slider(100, 10000, step=100, label="num_sample (NCUT)", value=5000, elem_id="num_sample_ncut", info="for Nyström approximation"),
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gr.Slider(1, 100, step=1, label="KNN (NCUT)", value=10, elem_id="knn_ncut", info="for Nyström approximation"),
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gr.Dropdown(["t-SNE", "UMAP"], label="Embedding method", value="t-SNE", elem_id="embedding_method"),
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gr.Slider(100, 1000, step=100, label="num_sample (t-SNE/UMAP)", value=300, elem_id="num_sample_tsne", info="for Nyström approximation. Adding will slow down quite a lot"),
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gr.Slider(1, 100, step=1, label="KNN (t-SNE/UMAP)", value=10, elem_id="knn_tsne", info="for Nyström approximation"),
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gr.Slider(10, 500, step=10, label="Perplexity (t-SNE)", value=150, elem_id="perplexity", info="for t-SNE"),
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