tiny-sklearn：scikit-learn中重要算法的微小实现。 在了解ML算法和scikit-learn时很有用 （106个子文件） 
.gitignore 19B SGDClassifier.ipynb 16KB DecisionTreeClassifier.ipynb 16KB DecisionTreeRegressor.ipynb 14KB LogisticRegression.ipynb 13KB MLPClassifier.ipynb 13KB SGDRegressor.ipynb 10KB GradientBoostingRegressor.ipynb 10KB AdaBoostClassifier.ipynb 9KB Ridge.ipynb 9KB MLPRegressor.ipynb 8KB LinearRegression.ipynb 8KB BaggingClassifier.ipynb 8KB CalibratedClassifierCV.ipynb 8KB KMeans.ipynb 8KB GradientBoostingClassifier.ipynb 7KB train_test_split.ipynb 7KB GridSearchCV.ipynb 7KB DummyClassifier.ipynb 6KB PCA.ipynb 6KB OneVsOneClassifier.ipynb 6KB KernelPCA.ipynb 5KB StackingClassifier.ipynb 5KB LinearDiscriminantAnalysis.ipynb 5KB OutputCodeClassifier.ipynb 5KB RidgeClassifier.ipynb 5KB RandomForestClassifier.ipynb 5KB KernelRidge.ipynb 5KB OneVsRestClassifier.ipynb 5KB BaggingRegressor.ipynb 5KB GaussianMixture.ipynb 5KB RandomForestRegressor.ipynb 5KB KernelCenterer.ipynb 4KB TfidfVectorizer.ipynb 4KB StratifiedShuffleSplit.ipynb 4KB LinearSVC.ipynb 4KB SimpleImputer.ipynb 4KB VotingClassifier.ipynb 4KB CountVectorizer.ipynb 4KB RFE.ipynb 4KB fbeta_score.ipynb 4KB StratifiedKFold.ipynb 4KB f1_score.ipynb 4KB AdaBoostRegressor.ipynb 4KB partial_dependence.ipynb 4KB DummyRegressor.ipynb 4KB BernoulliNB.ipynb 4KB SelectFromModel.ipynb 3KB MultinomialNB.ipynb 3KB GaussianNB.ipynb 3KB learning_curve.ipynb 3KB NearestNeighbors.ipynb 3KB StackingRegressor.ipynb 3KB precision_score.ipynb 3KB recall_score.ipynb 3KB KBinsDiscretizer.ipynb 3KB KFold.ipynb 3KB ComplementNB.ipynb 3KB RidgeCV.ipynb 3KB permutation_importance.ipynb 3KB DBSCAN.ipynb 3KB LabelBinarizer.ipynb 3KB AgglomerativeClustering.ipynb 3KB validation_curve.ipynb 3KB KNeighborsClassifier.ipynb 3KB TruncatedSVD.ipynb 3KB cross_val_predict.ipynb 3KB ShuffleSplit.ipynb 3KB calibration_curve.ipynb 2KB rbf_kernel.ipynb 2KB TfidfTransformer.ipynb 2KB multilabel_confusion_matrix.ipynb 2KB RadiusNeighborsClassifier.ipynb 2KB cross_val_score.ipynb 2KB VotingRegressor.ipynb 2KB linear_kernel.ipynb 2KB precision_recall_curve.ipynb 2KB RadiusNeighborsRegressor.ipynb 2KB roc_curve.ipynb 2KB KNeighborsRegressor.ipynb 2KB LabelEncoder.ipynb 2KB average_precision_score.ipynb 2KB MinMaxScaler.ipynb 2KB confusion_matrix.ipynb 2KB MissingIndicator.ipynb 2KB TimeSeriesSplit.ipynb 2KB NearestCentroid.ipynb 2KB roc_auc_score.ipynb 2KB Normalizer.ipynb 2KB accuracy_score.ipynb 2KB RobustScaler.ipynb 2KB euclidean_distances.ipynb 2KB VarianceThreshold.ipynb 2KB cosine_similarity.ipynb 2KB cosine_distances.ipynb 2KB StandardScaler.ipynb 2KB Binarizer.ipynb 1KB MaxAbsScaler.ipynb 1KB r2_score.ipynb 1KB brier_score_loss.ipynb 1KB共 106 条
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