Common code for D3M project

This package provides a core package for D3M project with common code available. It contains standard interfaces, reference implementations, and utility implementations.

Installation

This package works with Python 3.6+ and pip 19+. You need to have the following packages installed on the system (for Debian/Ubuntu):

• libssl-dev
• libcurl4-openssl-dev

You can install latest stable version from PyPI:

$ pip3 install d3m

To install latest development version:

$ pip3 install git+https://gitlab.com/datadrivendiscovery/d3m.git@devel

When cloning a repository, clone it recursively to get also git submodules:

$ git clone --recursive https://gitlab.com/datadrivendiscovery/d3m.git

Changelog

See HISTORY.md for summary of changes to this package.

Documentation

Documentation for the package is available at https://docs.datadrivendiscovery.org/.

Repository structure

master branch contains latest stable release of the package. devel branch is a staging branch for the next release.

Releases are tagged.

About Data Driven Discovery Program

DARPA Data Driven Discovery (D3M) Program is researching ways to get machines to build machine learning pipelines automatically. It is split into three layers: TA1 (primitives), TA2 (systems which combine primitives automatically into pipelines and executes them), and TA3 (end-users interfaces).