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sklearn.metrics.mutual_info_score — scikit-lear...
\sum_{j=1}^{|V|} \frac{|U_i\cap V_j|}{N} \log\frac{N|U_i \cap V_j|}{|U_i||V_j|}\]...and \(|V_j|\) is the number of the samples in cluster \(V_j\) ,...scikit-learn.org/stable/modules/generated/sklearn.metrics.mutual_info_score.html -
sklearn.utils.Bunch — scikit-learn 1.4.2 docume...
v in E: D[k] = v In either case, this is...method, then does: for k, v in E: D[k] = v In either case, this is...scikit-learn.org/stable/modules/generated/sklearn.utils.Bunch.html -
Adjustment for chance in clustering performance...
score_funcs = [ ( "V-measure" , metrics . v_measure_score ), (...such metrics are the following: V-measure, the harmonic mean of...scikit-learn.org/stable/auto_examples/cluster/plot_adjusted_for_chance_measures.html -
2.9. Neural network models (unsupervised) — sci...
\[\begin{split}h_i \bot h_j | \mathbf{v} \\ v_i \bot v_j | \mathbf{h}\end{split}\]...\[E(\mathbf{v}, \mathbf{h}) = -\sum_i \sum_j w_{ij}v_ih_j - \sum_i...scikit-learn.org/stable/modules/neural_networks_unsupervised.html -
sklearn.metrics.DistanceMetric — scikit-learn 1...
SEuclideanDistance V sqrt(sum((x - y)^2 / V)) “mahalanobis” MahalanobisDistance...MahalanobisDistance V or VI sqrt((x - y)' V^-1 (x - y)) Metrics...scikit-learn.org/stable/modules/generated/sklearn.metrics.DistanceMetric.html -
sklearn.random_projection.johnson_lindenstrauss...
eps) ||u - v||^2 < ||p(u) - p(v)||^2 < (1 + eps) ||u - v||^2 Where...Where u and v are any rows taken from a dataset of shape (n_samples,...scikit-learn.org/stable/modules/generated/sklearn.random_projection.johnson_lindenstrauss_min_dim... -
移行 _project.shのJAVA_HOME | DBFlute
JAVA_HOME=$(/usr/libexec/java_home -v ${JAVA_VERSION}) fi fi Apache...JAVA_HOME=$(/usr/libexec/java_home -v 1.8 ) fi これは、開発者のPCにまだ Java6,7...dbflute.seasar.org/ja/environment/upgrade/migra... -
sklearn.decomposition.DictionaryLearning — scik...
V ^* ) = argmin 0.5 || X - U V || _Fro ^ 2 + alpha...* || U || _1 , 1 ( U , V ) with || V_k || _2 <= 1 for all 0 <=...scikit-learn.org/stable/modules/generated/sklearn.decomposition.DictionaryLearning.html -
Alto DBFluteスタイル | DBFlute
開発DBアプローチ (v.s. DB変更インパクト) 本番DBアプローチ (v.s. 運用後のDB変更) ハイレベルReplaceSchema...マークが付いているものは、環境上の敷居が低く気軽に利用できるものです。 開発DBアプローチ (v.s. DB変更インパクト) SchemaHTML ★ テーブル定義書を自動生成...dbflute.seasar.org/ja/introduction/altodbflute.... -
sklearn.decomposition.dict_learning — scikit-le...
V ^* ) = argmin 0.5 || X - U V || _Fro ^ 2 + alpha...* || U || _1 , 1 ( U , V ) with || V_k || _2 = 1 for all 0 <=...scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning.html