59ec6660464bd378b20d4ae200c7614133a9a38b,pyntcloud/samplers/points.py,FarthestPointsSampler,compute,#FarthestPointsSampler#,54

Before Change


            for i, p in enumerate(remaining_points):
                for j, s in enumerate(solution_set):
                    distances[i] = min(distances[i], self.cal_distance(p, s))
            solution_set.append(remaining_points.pop(distances.index(max(distances))))
        return pd.DataFrame(solution_set)

After Change



        for _ in range(self.n - 1):
            distance_sum = self.cal_distance(remaining_points, solution_set)
            select_idx = np.argmax(distance_sum)
            solution_set = np.concatenate([solution_set, remaining_points[select_idx:select_idx+1]], axis=0)
            remaining_points = np.delete(remaining_points, select_idx)

        return pd.DataFrame(solution_set, columns=self.points.columns)
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 3

Instances


Project Name: daavoo/pyntcloud
Commit Name: 59ec6660464bd378b20d4ae200c7614133a9a38b
Time: 2019-08-26
Author: hc.wang96@gmail.com
File Name: pyntcloud/samplers/points.py
Class Name: FarthestPointsSampler
Method Name: compute


Project Name: scikit-multiflow/scikit-multiflow
Commit Name: bbdae67983fd96719d503a84d1f190c504c7e9ac
Time: 2018-07-20
Author: jacob.montiel@gmail.com
File Name: src/skmultiflow/lazy/knn.py
Class Name: KNN
Method Name: predict


Project Name: pliablepixels/zmeventnotification
Commit Name: 27f9606ab6bb050ce169567dffebc29b4c3b4775
Time: 2019-11-14
Author: pliablepixels@gmail.com
File Name: hook/zmes_hook_helpers/face.py
Class Name: Face
Method Name: detect