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This tool generates UMAP scripts for dimensionality reduction. It creates customized Python code to produce UMAP projections from your data. Ideal for users requiring automated script generation for UMAP analysis and visualization. Input your data parameters to receive a tailored UMAP script.
Please provide the key parameters for your UMAP analysis, such as the variable name of your dataset (e.g., `data_matrix`), the desired number of components (e.g., `n_components=2`), and any specific `n_neighbors`, `min_dist`, or `random_state` values you require. The AI will then generate a customized Python script to perform UMAP dimensionality reduction and produce projections based on your input.
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