python - What are the different use cases of joblib versus pickle ...
Sep 27, 2012 · joblib is usually significantly faster on large numpy arrays because it has a special handling for the array buffers of the numpy datastructure. To find about the implementation details …
python - How to load a model saved in joblib file from Google Cloud ...
Aug 21, 2018 · I want to load a model which is saved as a joblib file from Google Cloud Storage bucket. When it is in local path, we can load it as follows (considering model_file is the full path in system):
python - Tracking progress of joblib.Parallel execution - Stack Overflow
Jul 28, 2014 · Is there a simple way to track the overall progress of a joblib.Parallel execution? I have a long-running execution composed of thousands of jobs, which I want to track and record in a …
python 3.x - ImportError: cannot import name 'joblib' from 'sklearn ...
May 19, 2020 · I am trying to load my saved model from s3 using joblib import pandas as pd import numpy as np import json import subprocess import sqlalchemy from sklearn.externals import joblib …
python - How to load a joblib file with custom class previously saved ...
Sep 20, 2021 · If you serialize this object, i.e. joblib.dump(“my_df.joblib”), the object is stored in a binary file which is tagged by its class name (s). If you deserialize the file in order to get back the object, i.e. …
What does the delayed() function do (when used with joblib in Python)
All the work was already done in the main thread, sequentially. What we actually want is to tell Python what functions we want to call with what arguments, without actually calling them - in other words, we …
python - How can we use tqdm in a parallel execution with joblib ...
Jun 14, 2016 · I want to run a function in parallel, and wait until all parallel nodes are done, using joblib. Like in the example: from math import sqrt from joblib import Parallel, delayed Parallel(n_jobs=2)(d...
No module named joblib Python - Stack Overflow
Aug 28, 2022 · ImportError: No module named joblib Which is weird, because I already installed joblib. So I tried some stuff, tried to install it again :
python - How to save a trained model by scikit-learn? - Stack Overflow
May 13, 2019 · 2. joblib From scikit-learn documentation: In the specific case of scikit-learn, it may be better to use joblib’s replacement of pickle (dump & load), which is more efficient on objects that …
python - How to use multiprocessing locks in joblib? - Stack Overflow
May 16, 2024 · I want to use a lock in joblib using backend multiprocessing or loky. It seems to be simple enough with using standard lib's multiprocessing, but with joblib it's not: It complains that the …