science/dvc 0.30.1_7 DragonFly

Git for data scientists: manage code and data together

System: DragonFly
Repository: DPorts
Maintainer: [email protected] (as in FreeBSD)
License: APACHE20
Categories: python, science
Package size: 232.4 KiB, 1520.7 KiB installed

Description

Data Science Version Control or DVC is an open-source tool for data science and machine learning projects. With a simple and flexible Git-like architecture and interface it helps data scientists: * manage machine learning models - versioning, including data sets and transformations (scripts) that were used to generate models; * make projects reproducible; * make projects shareable; * manage experiments with branching and metrics tracking.

It aims to replace tools like Excel and Docs that are being commonly used as a knowledge repo and a ledger for the team, ad-hoc scripts to track and move deploy different model versions, ad-hoc data file suffixes and prefixes.

Install

Binary package:

pkg install dvc

From DPorts:

cd /usr/dports/science/dvc && make install clean

Dependencies

Run dependencies 19

No port depends on this one.

Configuration

No options to configure.

Service scripts: none

Message after installing

===>   NOTICE:

This port is deprecated; you may wish to reconsider installing it:

Depends on expired math/py-grandalf.

It is scheduled to be removed on or after 2025-06-01.