#encoding=utf-8

"""

Created on 17:22 2017/5/1

@author: Jindong Wang

"""

import da_tool.tca

import numpy as np

file_path = 'data/test_tca_data.csv'

data = np.loadtxt(file_path, delimiter=',')

x_src = data[:, :81]

x_tar = data[:, 81:]

# example usage of TCA

my_tca = da_tool.tca.TCA(dim=30,kerneltype='rbf', kernelparam=1, mu=1)

x_src_tca, x_tar_tca, x_tar_o_tca = my_tca.fit_transform(x_src, x_tar)

np.savetxt('x_src1.csv', x_src_tca, delimiter=',', fmt='%.6f')

np.savetxt('x_tar1.csv', x_tar_tca, delimiter=',', fmt='%.6f')