26f677b05413ec78fbcd82445fe83dc5aac35f10,pyemma/coordinates/api.py,,cluster_mini_batch_kmeans,#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,1338
  
 
Before Change 
    from pyemma.coordinates.clustering.kmeans import MiniBatchKmeansClustering
    res = MiniBatchKmeansClustering(n_clusters=k, max_iter=max_iter, metric=metric, init_strategy=init_strategy,
                                    batch_size=batch_size, n_jobs=n_jobs, skip=skip, clustercenters=clustercenters)
    return _param_stage(data, res, chunk_size=chunk_size) 
def cluster_kmeans(data=None, k=None, max_iter=10, tolerance=1e-5, stride=1,
                   metric="euclidean", init_strategy="kmeans++", fixed_seed=False,After Change 
    
    from pyemma.coordinates.clustering.kmeans import MiniBatchKmeansClustering
    res  = MiniBatchKmeansClustering(n_clusters=k, max_iter=max_iter, metric=metric, init_strategy=init_strategy,
                                    batch_size=batch_size, n_jobs=n_jobs, skip=skip, clustercenters=clustercenters)
    if data is not None:
        res.estimate(data, chunksize=chunk_size)
     return res 
def cluster_kmeans(data=None, k=None, max_iter=10, tolerance=1e-5, stride=1,
                   metric="euclidean", init_strategy="kmeans++", fixed_seed=False,In pattern: SUPERPATTERN
Frequency: 4
Non-data size: 6
Instances  Project Name: markovmodel/PyEMMA
 Commit Name: 26f677b05413ec78fbcd82445fe83dc5aac35f10
 Time: 2017-11-29
 Author: m.scherer@fu-berlin.de
 File Name: pyemma/coordinates/api.py
 Class Name: 
 Method Name: cluster_mini_batch_kmeans
 Project Name: markovmodel/PyEMMA
 Commit Name: 26f677b05413ec78fbcd82445fe83dc5aac35f10
 Time: 2017-11-29
 Author: m.scherer@fu-berlin.de
 File Name: pyemma/coordinates/api.py
 Class Name: 
 Method Name: cluster_kmeans
 Project Name: markovmodel/PyEMMA
 Commit Name: 26f677b05413ec78fbcd82445fe83dc5aac35f10
 Time: 2017-11-29
 Author: m.scherer@fu-berlin.de
 File Name: pyemma/coordinates/api.py
 Class Name: 
 Method Name: cluster_uniform_time
 Project Name: markovmodel/PyEMMA
 Commit Name: 26f677b05413ec78fbcd82445fe83dc5aac35f10
 Time: 2017-11-29
 Author: m.scherer@fu-berlin.de
 File Name: pyemma/coordinates/api.py
 Class Name: 
 Method Name: cluster_regspace