Metadata-Version: 2.1
Name: alphad3m
Version: 0.22.0
Summary: AlphaD3M: NYU's AutoML System
Home-page: https://gitlab.com/ViDA-NYU/d3m/alphad3m
Author: Remi Rampin, Roque Lopez, Raoni Lourenco
Author-email: remi.rampin@nyu.edu, rlopez@nyu.edu, raoni@nyu.edu
Maintainer: Remi Rampin, Roque Lopez
Maintainer-email: remi.rampin@nyu.edu, rlopez@nyu.edu
License: Apache-2.0
Keywords: datadrivendiscovery,automl,d3m,ta2,nyu
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Topic :: Scientific/Engineering
Description-Content-Type: text/markdown
License-File: LICENSE.txt
License-File: NOTICE.txt

[![PyPI version](https://badge.fury.io/py/alphad3m.svg)](https://badge.fury.io/py/alphad3m)

<img src="https://gitlab.com/ViDA-NYU/d3m/alphad3m/-/raw/devel/AlphaD3M_logo.png" width=30%>


AlphaD3M is an AutoML system that automatically searches for models and derives end-to-end pipelines that read, 
pre-process the data, and train the model. AlphaD3M leverages recent advances in deep reinforcement learning and is 
able to adapt to different application domains and problems through incremental learning.

AlphaD3M provides data scientists and data engineers the flexibility to address complex problems by leveraging the 
Python ecosystem, including open-source libraries and tools, support for collaboration, and infrastructure that enables 
transparency and reproducibility. 

This repository is part of New York University's implementation of the 
[Data Driven Discovery project (D3M)](https://datadrivendiscovery.org/).

[Documentation is available here.](https://alphad3m.readthedocs.io/)


