9844e657a565158d7e46b0900270b21fbcc38d82,brainiak/reprsimil/brsa.py,BRSA,_calc_LL,#BRSA#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,584

Before Change

        LL = - np.sum(np.log(sigma2)) * (n_T - n_base) * 0.5 \
            + np.sum(np.log(1 - rho1**2)) * n_run * 0.5 \
            - np.sum(np.log(np.linalg.det(X0TAX0))) * 0.5 \
            - np.sum(np.log(np.linalg.det(LAMBDA_i))) * 0.5 \
            - (n_T - n_base) * n_V * (1 + np.log(2 * np.pi)) * 0.5
        // Log likelihood
        return LL, LAMBDA_i, LAMBDA, YTAcorrXL_LAMBDA, sigma2

After Change

        // dimension: space
        LL = - np.sum(np.log(sigma2)) * (n_T - n_X0) * 0.5 \
            + np.sum(np.log(1 - rho1**2)) * n_run * 0.5 \
            - np.sum(self._half_log_det(X0TAX0)) \
            - np.sum(self._half_log_det(LAMBDA_i)) \
            - (n_T - n_X0) * n_V * (1 + np.log(2 * np.pi)) * 0.5
        // Log likelihood

Instances