def __init__(self, mat_data, eps, min_pts, dist_func):
self.mat_data = convert.list2npfloat(mat_data)
self.dist_func = ptmath.distfunc(dist_func)
self.eps = eps
self.min_pts = min_pts
self.col_len = len(self.mat_data[0])
self.row_len = len(self.mat_data)
def __init__(self, mat_data, eps, min_pts, dist_func):
self.mat_data = convert.list2npfloat(mat_data)
self.dist_func = ptmath.distfunc(dist_func)
self.eps = eps
self.min_pts = min_pts
self.col_len = len(self.mat_data[0])
self.row_len = len(self.mat_data)
def __init__(self, mat_data, dist_func):
self.mat_data = convert.list2npfloat(mat_data)
self.dist_func = ptmath.distfunc(dist_func)
self.col_len = float(len(self.mat_data[0]))
self.row_len = float(len(self.mat_data))
self.min_col = self.mat_data.min(axis=0)
self.max_col = self.mat_data.max(axis=0)
def __init__(self, mat_data, K, dist_func):
self.mat_data = convert.list2npfloat(mat_data)
self.dist_func = ptmath.distfunc(dist_func)
self.K = K
self.col_len = len(self.mat_data[0])
self.row_len = len(self.mat_data)
self.unique_idx = 0
self.group_list = []
self.dist_list = []
self.cluster_points = []
def __init__(self, mat_data, label_data, k, dist_func):
self.mat_data = convert.list2npfloat(mat_data)
self.dist_func = ptmath.distfunc(dist_func)
self.label_data = label_data
self.train_size = self.mat_data.shape[0]
self.k = k
def __init__(self, mat_data, label_data, k, dist_func):
self.mat_data = convert.list2npfloat(mat_data)
self.dist_func = ptmath.distfunc(dist_func)
self.label_data = label_data
self.train_size = self.mat_data.shape[0]
self.k = k
