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npzeros npones nparange nplinspace npfull npeye npappend npinsert npdelete npmean npmedian npstd npsum npprod npmin npmax npargmax npargmin npsort npargsort nptranspose npdot npmatmul npreshape npravel npconcatenate npvstack nphstack npsplit npwhere ### Pandas pdDataFrame pdread_csv pdread_excel dfhead dftail dfdescribe dfinfo dfcolumns dfindex dfdrop dfsort_values dfgroupby dfmerge df'column' df'col' 'col' dfloc dfiloc dfdf'column' > dffillna dfdropna dfpivot dfpivot_table dfmelt dfstack dfunstack Matplotlib pltplot pltscatter pltbar plthist pltpie plttitle pltxlabel pltylabel pltlegend pltgrid pltshow pltsavefig pltfigure pltsubplot pltxlim pltylim Seaborn snslineplot snsscatterplot snsbarplot snshistplot snsboxplot snsviolinplot snsheatmap snspairplot snscountplot snscatplot Scikit-learn train_test_split cross_val_score StandardScaler OneHotEncoder modelfit modelpredict modelscore GridSearchCV RandomizedSearchCV PCA KMeans DBSCAN LinearRegression LogisticRegression DecisionTreeClassifier RandomForestClassifier SVC KNeighborsClassifier confusion_matrix classification_report mean_squared_error r_score SciPy statsdescribe statsttest_ind optimizeminimize linalginv linalgeig integratequad signalfind_peaks General Python open read write close try except finally str int float bool len range enumerate zip map filter reduce sum min max sorted list set dict tuple abs round print input
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