用户指南索引
分类器
- Adaline
- EnsembleVoteClassifier
- LogisticRegression
- MultiLayerPerceptron
- OneRClassifier
- Perceptron
- SoftmaxRegression
- StackingClassifier
- StackingCVClassifier
聚类
数据
- autompg_data
- boston_housing_data
- iris_data
- loadlocal_mnist
- make_multiplexer_dataset
- mnist_data
- three_blobs_data
- wine_data
评估
- accuracy_score
- bias_variance_decomp
- bootstrap
- bootstrap_point632_score
- BootstrapOutOfBag
- cochrans_q
- combined_ftest_5x2cv
- confusion_matrix
- create_counterfactual
- feature_importance_permutation
- ftest
- GroupTimeSeriesSplit
- lift_score
- mcnemar_table
- mcnemar_tables
- mcnemar
- paired_ttest_5x2cv
- paired_ttest_kfold_cv
- paired_ttest_resampled
- permutation_test
- PredefinedHoldoutSplit
- proportion_difference
- RandomHoldoutSplit
- scoring
特征提取
特征选择
文件I/O
频繁模式
数学
绘图
- category_scatter
- checkerboard_plot
- ecdf
- enrichment_plot
- heatmap
- plot_confusion_matrix
- plot_pca_correlation_graph
- plot_decision_regions
- plot_learning_curves
- plot_linear_regression
- plot_sequential_feature_selection
- scatterplotmatrix
- scatter_hist
- stacked_barplot
预处理
- CopyTransformer
- DenseTransformer
- MeanCenterer
- minmax_scaling
- one-hot_encoding
- shuffle_arrays_unison
- standardize
- TransactionEncoder