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MiniBatchKMeans — scikit-learn 1.5.0 documentation
the data will be converted to C ordering, which will cause a memory...copy if the given data is not C-contiguous. If a sparse matrix...scikit-learn.org/stable/modules/generated/sklearn.cluster.MiniBatchKMeans.html -
KMeans — scikit-learn 1.5.0 documentation
that if the original data is not C-contiguous, a copy will be made...the data will be converted to C ordering, which will cause a memory...scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html -
3.4. Metrics and scoring: quantifying the quali...
uniformly: \[\frac{1}{c(c-1)}\sum_{j=1}^{c}\sum_{k > j}^c (\text{AUC}(j...prevalence: \[\frac{1}{c(c-1)}\sum_{j=1}^{c}\sum_{k > j}^c p(j \cup k)(...scikit-learn.org/stable/modules/model_evaluation.html -
6.3. Preprocessing data — scikit-learn 1.5.0 do...
“b” and “c” are their own categories, unknown..."a" ] * 5 + [ "b" ] * 20 + [ "c" ] * 10 + [ "d" ] * 3 + [ np ....scikit-learn.org/stable/modules/preprocessing.html -
1.6. Nearest Neighbors — scikit-learn 1.5.0 doc...
point \(C\) , then we know that points \(A\) and \(C\) are very...\[p_{i}=\sum\limits_{j \in C_i}{p_{i j}}\] where \(C_i\) is the set of...scikit-learn.org/stable/modules/neighbors.html -
make_scorer — scikit-learn 1.5.0 documentation
scikit-learn.org/stable/modules/generated/sklearn.metrics.make_scorer.html -
OrthogonalMatchingPursuit — scikit-learn 1.5.0 ...
scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuit.html -
TSNE — scikit-learn 1.5.0 documentation
scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html -
MiniBatchNMF — scikit-learn 1.5.0 documentation
C., & Idier, J. (2011). Neural Computation,...Lefevre, A., Bach, F., Fevotte, C. (2011). WASPA. Examples >>> import...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchNMF.html -
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