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Server: Apache/2.4.46 (Win64) OpenSSL/1.1.1j PHP/8.4.25
System: Windows NT DESKTOP-4TAV2RJ 10.0 build 19045 (Windows 10) AMD64
User: fred (0)
PHP: 8.4.25
Disabled: NONE
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File: C:/Users/fred/anaconda3/Lib/site-packages/sklearn/manifold/_utils.cp312-win_amd64.pyd
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    This approximation reduces the computational complexity from O(N^2) to
    O(uN).

    Parameters
    ----------
    sqdistances : ndarray of shape (n_samples, n_neighbors), dtype=np.float32
        Distances between training samples and their k nearest neighbors.
        When using the exact method, this is a square (n_samples, n_samples)
        distance matrix. The TSNE default metric is "euclidean" which is
        interpreted as squared euclidean distance.

    desired_perplexity : float
        Desired perplexity (2^entropy) of the conditional Gaussians.

    verbose : int
        Verbosity level.

    Returns
    -------
    P : ndarray of shape (n_samples, n_samples), dtype=np.float64
        Probabilities of conditional Gaussian distributions p_i|j.
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