Module Import alias identifier Import alias identifier ImportFrom alias ImportFrom alias FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore Call NameLoad keyword Num keyword Num keyword Num Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr Num Num keyword TupleLoad Num Num Assign SubscriptStore NameLoad Index Num Num Assign SubscriptStore NameLoad Index Num Num Assign TupleStore NameStore NameStore TupleLoad BinOpSub Call AttributeLoad SubscriptLoad NameLoad ExtSlice Slice Index Num attr Num BinOpAdd Call AttributeLoad SubscriptLoad NameLoad ExtSlice Slice Index Num attr Num Assign TupleStore NameStore NameStore TupleLoad BinOpSub Call AttributeLoad SubscriptLoad NameLoad ExtSlice Slice Index Num attr Num BinOpAdd Call AttributeLoad SubscriptLoad NameLoad ExtSlice Slice Index Num attr Num For TupleStore NameStore NameStore Call NameLoad NameLoad ListLoad Num Num Num body Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad ExtSlice Slice Index Num SubscriptLoad NameLoad ExtSlice Slice Index Num keyword Num keyword SubscriptLoad Call AttributeLoad NameLoad attr ListLoad Str Str Index NameLoad Assign NameStore Call AttributeLoad Call NameLoad keyword Str keyword NameLoad keyword Num attr NameLoad NameLoad Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore BinOpDiv UnaryOpUSub SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore BinOpSub BinOpMult NameLoad NameLoad BinOpDiv SubscriptLoad AttributeLoad NameLoad attr Index Num SubscriptLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad keyword BinOpMod Str NameLoad keyword Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr TupleLoad Expr Call AttributeLoad NameLoad attr TupleLoad Expr Call AttributeLoad NameLoad attr BinOpMod Str NameLoad decorator_list If CompareEq NameLoad Str body Expr Call NameLoad Expr Call AttributeLoad NameLoad attr
N/A N/A matplotlib.pyplot plt N/A numpy np sklearn.svm SVC sklearn.datasets make_blobs plot_linear_svc_regularization N/A N/A N/A N/A N/A N/A X y N/A make_blobs centers 2 random_state 4 n_samples 30 N/A N/A fig axes N/A N/A plt subplots 1 3 figsize N/A 12 4 N/A N/A y N/A 7 0 N/A N/A y N/A 27 0 N/A N/A x_min x_max N/A N/A N/A N/A N/A X N/A N/A N/A 0 min 0.5 N/A N/A N/A N/A X N/A N/A N/A 0 max 0.5 N/A N/A y_min y_max N/A N/A N/A N/A N/A X N/A N/A N/A 1 min 0.5 N/A N/A N/A N/A X N/A N/A N/A 1 max 0.5 N/A N/A ax C N/A zip axes N/A 0.01 1 100.0 N/A N/A N/A N/A ax scatter N/A X N/A N/A N/A 0 N/A X N/A N/A N/A 1 s 150 c N/A N/A N/A np array N/A red blue N/A y N/A svm N/A N/A N/A SVC kernel linear C C tol 1e-05 fit X y N/A w N/A N/A svm coef_ N/A 0 N/A a N/A N/A N/A w N/A 0 N/A w N/A 1 N/A xx N/A N/A np linspace 6 13 N/A yy N/A N/A a xx N/A N/A N/A svm intercept_ N/A 0 N/A w N/A 1 N/A N/A N/A ax plot xx yy label N/A C = %.e C c k N/A N/A N/A ax set_xlim x_min x_max N/A N/A N/A ax set_ylim y_min y_max N/A N/A N/A ax set_xticks N/A N/A N/A N/A ax set_yticks N/A N/A N/A N/A ax set_title N/A C = %f C N/A N/A N/A __name__ __main__ N/A N/A N/A plot_linear_svc_regularization N/A N/A N/A plt show