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resample — scikit-learn 1.7.0 documentation
replace = True , n_samples = None , random_state = None , stratify...y , n_samples = 5 , replace = False , stratify = y , ... random_state...scikit-learn.org/stable/modules/generated/sklearn.utils.resample.html -
Factor Analysis (with rotation) to visualize pa...
cmap = "RdBu_r" , vmin =- 1 , vmax = 1 ) ax . set_xticks...ncols = len ( methods ), figsize = ( 10 , 8 ), sharey = True )...scikit-learn.org/stable/auto_examples/decomposition/plot_varimax_fa.html -
An example of K-Means++ initialization — scikit...
data n_samples = 4000 n_components = 4 X , y_true = make_blobs (...n_samples = n_samples , centers = n_components , cluster_std = 0.60...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_plusplus.html -
map型プロパティ | DBFlute
@mapprop map: {AAA= BBB ; CCC = DDD } # {AAA=BBB;CCC=DDD} と同じ 定義値の中の空白や改行...@mapprop map: {AAA= BB B ; CCC = DD D } # {AAA=BBB;CCC=DD D} と同じ # 値の中の改行は保持されない...dbflute.seasar.org/ja/manual/reference/dfprop/mapprop.html -
Isotonic Regression — scikit-learn 1.7.0 docume...
check_random_state n = 100 x = np . arange ( n ) rs = check_random_state...models: ir = IsotonicRegression ( out_of_bounds = "clip" ) y_ = ir ....scikit-learn.org/stable/auto_examples/miscellaneous/plot_isotonic_regression.html -
2.3. Clustering — scikit-learn 1.7.0 documentation
V)]=\sum_{i=1}^{|U|} \sum_{j=1}^{|V|} \sum_{n_{ij}=(a_i+b_j-N)^+...assign_labels="kmeans" assign_labels="discretize" assign_labels="cluster_qr"...scikit-learn.org/stable/modules/clustering.html -
LabelPropagation — scikit-learn 1.7.0 documenta...
LabelPropagation ( kernel = 'rbf' , * , gamma = 20 , n_neighbors = 7 , max_iter...max_iter = 1000 , tol = 0.001 , n_jobs = None ) [source] # Label Propagation...scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.LabelPropagation.html -
Birch — scikit-learn 1.7.0 documentation
threshold = 0.5 , branching_factor = 50 , n_clusters = 3 , compute_labels...compute_labels = True , copy = 'deprecated' ) [source] # Implements...scikit-learn.org/stable/modules/generated/sklearn.cluster.Birch.html -
fetch_openml — scikit-learn 1.7.0 documentation
n_retries : int = 3 , delay : float = 1.0 , parser : str = 'auto' ,...: str | None = None , * , version : str | int = 'active' , data_id...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_openml.html -
load_svmlight_files — scikit-learn 1.7.0 docume...
zero_based='auto' , query_id=False , offset=0 , length=-1 ) [source]...n_features=None , dtype=<class 'numpy.float64'> , multilabel=False...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_files.html