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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def fit(self):
 """ fit waveforms in any domain"""

        # solve for estimator of B
        n,p          = np.shape(self._X)
        self._df     = float(n - p)
        self._Cx     = np.linalg.pinv(np.dot(self._X.T,self._X))
        self._Bhat   = np.dot(np.dot(self._Cx, self._X.T), self._A)
        self._Y_rec  = self._compute_prediction(self._X)