/Chemometrics

a python package for chemometrics

Primary LanguagePythonMIT LicenseMIT

Chemometrics

a python package for chemometrics

a simple example

  • a PLS example from sklearn
  from sklearn.cross_decomposition import PLSRegression
  X = [[0., 0., 1.], [1.,0.,0.], [2.,2.,2.], [2.,5.,4.]]
  Y = [.2, 1.1, 5.9,12.3]
  pls = PLSRegression(n_components=2)
  pls.fit(X, Y)
  Y_pred = pls.predict(X)

dependency

  • numpy
  • sklearn
  • pandas