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QuaPy/Ordinal/utils.py

21 lines
621 B
Python

import quapy as qp
from quapy.data import LabelledCollection
from glob import glob
import os
from os.path import join
import pickle
def load_samples(path_dir, classes):
nsamples = len(glob(join(path_dir, f'*.txt')))
for id in range(nsamples):
yield LabelledCollection.load(join(path_dir, f'{id}.txt'), loader_func=qp.data.reader.from_text, classes=classes)
def load_samples_pkl(path_dir, filter=None):
nsamples = len(glob(join(path_dir, f'*.pkl')))
for id in range(nsamples):
if (filter is None) or id in filter:
yield pickle.load(open(join(path_dir, f'{id}.pkl'), 'rb'))