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@MInner
MInner / parallel.py
Last active August 9, 2022 02:14
Executing jobs in parallel with a nice progress bar: a tqdm wrapper for joblib.Parallel
from tqdm import tqdm_notebook as tqdm
from joblib import Parallel, delayed
import time
import random
def func(x):
time.sleep(random.randint(1, 10))
return x
@johnmyleswhite
johnmyleswhite / statistical_maxims.md
Created December 1, 2015 15:25
Statistical Maxims
  • Correlation is not causation (???)
  • No causation without manipulation. (Holland)
  • All models are wrong, some are useful. (Box)
  • Statistics is the science of uncertainty. (arguably Tukey)
  • Statistics is the science of learning from experience, especially experience that arrives a little bit at a time. (Efron)