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Functions228 in github.com/SmirkCao/Lihang

⨍ Functions 228◇ Types & classes 38
Method__init__
(self, max_iter=10)
CH08/adaboost.py:127
Method__init__
(self, tol=10e-3, C=0.6, n_iters=10, verbo
CH07/svm.py:13
Method__init__
:param k: knn :param p:
CH03/knn.py:21
Method__init__
(self, feas=None, labels=None)
CH17/utils.py:12
Method__init__
(self, n_components)
CH17/lsa.py:12
Method__init__
(self, n_component=0, Q=None, V=None, n_iters=5)
CH10/hmm.py:15
Method__init__
(self, eps, feas, name=None, criterion="en
CH05/decision_tree.py:14
Method__init__
(self, tol=10e-3, criterion='gain', min_samples_leaf=5)
CH05/dt.py:15
Method__init__
(self, max_iter=5000, eta=0.00001, verbose=True)
CH02/perceptron.py:12
Method__init__
(self, learning_step = 0.0001, epsilon=0.001, n_iter=1500)
CH06/logistic_regression.py:16
Method__init__
(self, tol=1e-4, max_iter=100)
CH06/maxent.py:18
Method__init__
(self)
CH06/demo.py:16
Method__or__
(a, b)
CH14/clustering.py:28
Method__repr__
(self)
CH03/knn.py:15
Method__str__
(self, )
CH14/clustering.py:34
Method__str__
(self,)
CH16/pca.py:20
Method__str__
(self)
CH08/adaboost.py:133
Method__sub__
(a, b)
CH14/clustering.py:17
Method_cal_gini
(X, y)
CH05/dt.py:90
Method_cal_loss
(self, X, y)
CH05/dt.py:53
Method_calc_M
(self)
CH11/crf.py:64
Method_calc_f_k
(self)
CH11/crf.py:51
Method_do_backward
(self, X)
CH11/crf.py:77
Method_do_forward
(self, X)
CH11/crf.py:70
Method_do_smop
(self)
CH07/svm.py:100
Method_f_gen
(self)
CH11/crf.py:46
Method_gain_ratio
(X, y)
CH05/dt.py:86
Method_pruning
(self)
CH05/dt.py:57
Method_virtebi
(self, X)
CH11/crf.py:84
Functionclf_great_than_
weak learner :param x_: :param v_: threshold :return: classify results
CH08/adaboost.py:10
Functionclf_less_than_
:param x_: :param v_: threshold :return: classify results
CH08/adaboost.py:24
Methodcreate_cart
(self, x_, y_)
CH05/decision_tree.py:168
Methodf
(x, y)
CH06/demo.py:111
Methodfit
(self, x)
CH14/clustering.py:47
Methodfit
(self, X)
CH11/crf.py:29
Methodfun
(a)
CH07/unit_test.py:71
Functiong
(x_, y_, w_)
CH06/logistic_regression.py:73
Methodplot_tree
(self, depth=3)
CH05/decision_tree.py:118
Methodpredict
(self, X)
CH09/bmm.py:108
Methodpredict
(self, x)
CH14/clustering.py:50
Methodpredict
(self, X)
CH11/crf.py:33
Methodpredict
(self, x_)
CH08/adaboost.py:146
Methodpredict
(self, X)
CH07/svm.py:32
Methodpredict
Find most likely state sequence corresponding to ``X``.
CH10/hmm.py:189
Methodpredict_preba
(self, X)
CH07/svm.py:35
Methodpredict_proba
(self, X)
CH11/crf.py:37
Methodpredict_proba
(self, X)
CH03/knn.py:84
Methodpredict_proba
(self)
CH10/hmm.py:196
Methodpruning
(self)
CH05/decision_tree.py:171
Methodsample
(self, n_samples=1)
CH09/bmm.py:111
Methodsample
e9.1, 三硬币模型数据 :param n: :return:
CH09/model.py:19
Methodsample
(self)
CH10/hmm.py:201
Methodscore
(self)
CH10/hmm.py:205
Methodtest_EM
(self)
CH10/unit_test.py:174
Methodtest_adaboost
(self)
CH08/unit_test.py:120
Methodtest_adaboost_algo
(self)
CH08/unit_test.py:22
Methodtest_backward
(self)
CH10/unit_test.py:132
Methodtest_bkw_frw
(self)
CH10/unit_test.py:154
Methodtest_bmm
(self)
CH09/unit_test.py:99
Methodtest_cluster
(self)
CH14/unit_test.py:54
Methodtest_e101
(self)
CH10/unit_test.py:16
Methodtest_e102
(self)
CH10/unit_test.py:39
Methodtest_e103
(self)
CH10/unit_test.py:68
Methodtest_e111
(self)
CH11/unit_test.py:17
Methodtest_e112
(self)
CH11/unit_test.py:45
Methodtest_e113
(self)
CH11/unit_test.py:71
Methodtest_e14_2
(self)
CH14/unit_test.py:18
Methodtest_e21
(self)
CH02/unit_test.py:17
Methodtest_e22
(self)
CH02/unit_test.py:30
Methodtest_e31
(self)
CH03/unit_test.py:15
Methodtest_e32
(self)
CH03/unit_test.py:27
Methodtest_e33
(self)
CH03/unit_test.py:33
Methodtest_e41
(self)
CH04/unit_test.py:13
Methodtest_e42
(self)
CH04/unit_test.py:22
Methodtest_e51
(self)
CH05/unit_test.py:19
Methodtest_e52
(self)
CH05/unit_test.py:24
Methodtest_e53
(self)
CH05/unit_test.py:41
Methodtest_e54
(self)
CH05/unit_test.py:69
Methodtest_e61
(self)
CH06/unit_test.py:20
Methodtest_e62
(self)
CH06/unit_test.py:39
Methodtest_e71
(self)
CH07/unit_test.py:22
Methodtest_e71_
(self)
CH07/unit_test.py:96
Methodtest_e72
(self)
CH07/unit_test.py:64
Methodtest_e72_
(self)
CH07/unit_test.py:109
Methodtest_e73
(self)
CH07/unit_test.py:92
Methodtest_e82
(self)
CH08/unit_test.py:129
Methodtest_e91
(self)
CH09/unit_test.py:20
Methodtest_e_15_1
(self)
CH15/unit_test.py:16
Methodtest_e_15_4
(self)
CH15/unit_test.py:144
Methodtest_e_15_4_e
(self)
CH15/unit_test.py:41
Methodtest_e_15_5
(self)
CH15/unit_test.py:225
Methodtest_e_15_6
(self)
CH15/unit_test.py:234
Methodtest_e_16_1
(self)
CH16/unit_test.py:19
Methodtest_ex1601
(self)
CH16/unit_test.py:49
Methodtest_f76
(self)
CH07/unit_test.py:134
Methodtest_fit
(self)
CH14/unit_test.py:36
Methodtest_forward
(self)
CH10/unit_test.py:108
Methodtest_gradient_decent
(self)
CH06/unit_test.py:64
Methodtest_kmeans_blob
(self)
CH14/unit_test.py:60
Methodtest_kmeans_circle
(self)
CH14/unit_test.py:71
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