Metaflow: More Data Science, Less Engineering
Project description
Metaflow
Metaflow is a human-friendly Python/R library that helps scientists and engineers build and manage real-life data science projects. Metaflow was originally developed at Netflix to boost productivity of data scientists who work on a wide variety of projects from classical statistics to state-of-the-art deep learning.
For more information, see Metaflow's website and documentation.
Getting Started
Getting up and running with Metaflow is easy.
Python
Install metaflow from pypi:
pip install metaflow
and access tutorials by typing:
metaflow tutorials pull
R
Install Metaflow from github:
devtools::install_github("Netflix/metaflow", subdir="R")
metaflow::install()
and access tutorials by typing:
metaflow::pull_tutorials()
Get in Touch
There are several ways to get in touch with us:
- Open an issue at: https://github.com/Netflix/metaflow
- Email us at: help@metaflow.org
- Chat with us on: http://chat.metaflow.org
Contributing
We welcome contributions to Metaflow. Please see our contribution guide for more details.
Code style
We use black as a code formatter. The easiest way to ensure your commits are always formatted with the correct version of black
it is to use pre-commit: install it and then run pre-commit install
once in your local copy of the repo.
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