Functions — github.com/alimirzaei/TSFS

CodeHub MCPcopy Create free account

hub / github.com/alimirzaei/TSFS / functions

Functions31 in github.com/alimirzaei/TSFS

⨍ Functions 31 ◇ Types & classes 1

↓ 7 callersMethodtrain_fs_network

(self,X , rep=None,l1=.01, name='fs_nn.hd5',loss='mse', batch_size=32, epochs = 10)

↓ 1 callersFunctionevaluate_classification

(selected_features, y)

↓ 1 callersFunctiongetCodes

mnist_model.py:6

↓ 1 callersFunctiongetSyntheticDataset

(N = 10000,type = 'linear', indep = 5, dep = 4)

↓ 1 callersFunctionmain

↓ 1 callersFunctionsigmoid

(X, y=None, dataset=None, **kwargs)

(X, y=None, **kwargs)

(self, dim,l1=.01, hidden=10, loss='mse')

(X, y=None, **kwargs)

Methodbias_init

(self,shape, dtype=None)

Functionevaluate_clustering

(selected_features,y)

Functionevaluate_reconstruction

(X, selected_features)

Methodkernel_init

(self,shape, dtype=None)

Functionlaplacian_score

(X, y=None, **kwargs)

Methodlayer1_reg

(self, weight_matrix)

Functionload_data

(dir ='/home/ali/Datasets/Channel', SNR = 22)

Functionloss_mse

Functionmy_autoencoder

(X, y=None, l1 = .1, n_components=2, **kwargs)

Functionmy_isomap

(X, y=None, l1 = .1, n_components=2, **kwargs)

(X, y=None,l1 = .1, n_components=2, **kwargs)

(X, y=None,l1 = .1, n_components=2, **kwargs)

(X, y=None,l1 = .1, n_components=2, **kwargs)

Functionmy_supervised_mnist

(X, y=None, l1=.1, **kwargs)

Functionmy_tsne

(X, y=None,l1 = .1, n_components=2, **kwargs)

Functionsup_CIFE

Functionsup_fisher

Functionsup_ttest

Functionsupervised_mrmr

(X, y=None, **kwargs)

Methodtrain_representation_network

(self, X, name = 'representation_nn.hd5',batch_size=32, epochs = 10)

Functionudfs_score

(X, y, gamma=.1, **kwargs)