https://github.com/arthurpaulino/miraiml

MiraiML: asynchronous, autonomous and continuous Machine Learning in Python
https://github.com/arthurpaulino/miraiml

data-science hyperparameter-optimization machine-learning python

Last synced: 8 days ago
JSON representation

MiraiML: asynchronous, autonomous and continuous Machine Learning in Python

• Host: GitHub
• URL: https://github.com/arthurpaulino/miraiml
• Owner: arthurpaulino
• License: mit
• Created: 2019-04-01T20:23:24.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-10-25T02:21:06.000Z (about 5 years ago)
• Last Synced: 2024-11-01T15:36:43.493Z (15 days ago)
• Topics: data-science, hyperparameter-optimization, machine-learning, python
• Language: Python
• Homepage: https://miraiml.readthedocs.io
• Size: 370 KB
• Stars: 26
• Watchers: 5
• Forks: 8
• Open Issues: 3
• Metadata Files:
  • Readme: README.rst
  • Contributing: CONTRIBUTING.md
  • License: LICENSE.md

Awesome Lists containing this project

README

        
.. -*- mode: rst -*-

.. image:: https://github.com/arthurpaulino/miraiml/raw/master/docs/img/MiraiML.svg?sanitize=true

....

|license|_ |travis|_ |codacy|_ |docs|_ |pypi|_ |pepy|_

.. |license| image:: https://img.shields.io/badge/License-MIT-yellow.svg

.. _license: https://opensource.org/licenses/MIT

.. |travis| image:: https://travis-ci.org/arthurpaulino/miraiml.svg

.. _travis: https://travis-ci.org/arthurpaulino/miraiml

.. |codacy| image:: https://api.codacy.com/project/badge/Grade/983bcf3973094f20ba4f516d6891c5f7

.. _codacy: https://www.codacy.com/app/arthurpaulino/miraiml

.. |docs| image:: https://readthedocs.org/projects/miraiml/badge/?version=latest

.. _docs: https://readthedocs.org/projects/miraiml/

.. |pypi| image:: https://badge.fury.io/py/MiraiML.svg

.. _pypi: https://pypi.org/project/MiraiML/

.. |pepy| image:: https://pepy.tech/badge/miraiml

.. _pepy: https://pepy.tech/project/miraiml

MiraiML

=======

    Mirai: `future` in japanese.

MiraiML is an asynchronous engine for continuous & autonomous machine learning,

built for real-time usage.

Usage

-----

1. Install: ``$ pip install miraiml``

2. Now, inside a Python environment, you can import the main components:

>>> from miraiml import SearchSpace, Config, Engine

You might want to `Read the Docs`_ for a better understanding of MiraiML.

Contributing

------------

Please, follow the guidelines_ if you want to be part of this project.

.. _examples: https://github.com/arthurpaulino/miraiml/tree/master/examples

.. _Read the Docs: https://miraiml.readthedocs.io/en/latest/

.. _guidelines: https://github.com/arthurpaulino/miraiml/blob/master/CONTRIBUTING.md