If you happen to do a lot of video encoding, you know that your computer can really drag while the process ... computer’s parallel port, and took a few minutes to bang out some Python code ...

Parallel jobs can use threads or processes. Joblib includes a transparent disk cache for Python objects created by compute jobs. This cache not only helps Joblib avoid repeating work, as noted ...

From these low-level interfaces emerged higher-level parallel processing libraries, such as concurrent.futures, joblib and loky (used by dask and scikit-learn) These libraries make it easy for Python ...