24d96c7ec2d80322ceb7a084199b891c9ebf88b9,pyod/models/sod.py,SOD,_snn,#SOD#,118

Before Change

            // it has the max possible value: 65535 (max unsigned int16)
            // so it"ll be always as first index
            _count[i:, range(i+1)] = list(_count[range(i), i]) + [np.iinfo(np.uint16).max]
            for j in range(i+1, n):
                _count[i, j] = _dist(ind[i], ind[j])

        return np.flip(np.argsort(_count), axis=1)[:, range(1, self.ref_set+1)]

    def _sod(self):
        

After Change

            // but we need it temporarily to maintain indices order,
            // it has the max possible value: 65535 (max unsigned int16)
            // so it"ll be always as first index
            temp = np.sum(np.isin(ind, ind[i]), axis=1).ravel()
            temp[i] = np.iinfo(np.uint16).max
            _count[i] = temp

        return np.flip(np.argsort(_count), axis=1)[:, range(1, self.ref_set + 1)]

Instances