Shihab-Shahriar

from collections import Counter
from time import perf_counter
import numpy as np

from sklearn.base import ClassifierMixin, clone
from sklearn.ensemble import RandomForestClassifier
from sklearn.model_selection import StratifiedKFold, cross_val_predict
from sklearn.utils import safe_indexing

from imblearn.under_sampling import InstanceHardnessThreshold

Shihab-Shahriar

from io import StringIO
import tokenize, sys, os
import argparse


pref_skips = ('__', '.')  # Skip folders that starts with ...

# From https://stackoverflow.com/a/2962727/4553309
def remove_comnts(source):
    io_obj = StringIO(source)

Shihab-Shahriar

class Balance:
    def __init__(self):
        self.bal = 0

    def add(self, x):
        self.bal += x
        return self

    def deduct(self, x):
        self.bal -= x