caching.py

"""
cache linear algebra (or any other) operations
based on hashes of input arguments
"""

import numpy.linalg as la
from sklearn.external import joblib

mem = joblib.Memory(cachedir=cachedir, verbose=True, compress=True)
#mem.clear()

cached_eigh = mem.cache(la.eigh)