python Joblib is a set of tools to provide lightweight pipelining in Python. In particular, joblib offers: * transparent disk-caching of the output values and lazy re-evaluation (memoize pattern) * easy simple parallel computing * logging and tracing of the execution Joblib is optimized to be fast and robust in particular on large, long-running functions and has specific optimizations for numpy arrays. joblib