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: about 1 year ago
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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 (about 7 years ago)
- Default Branch: master
- Last Pushed: 2019-10-25T02:21:06.000Z (over 6 years ago)
- Last Synced: 2025-03-29T11:41:35.223Z (about 1 year ago)
- Topics: data-science, hyperparameter-optimization, machine-learning, python
- Language: Python
- Homepage: https://miraiml.readthedocs.io
- Size: 370 KB
- Stars: 26
- Watchers: 4
- Forks: 8
- Open Issues: 3
-
Metadata Files:
- Readme: README.rst
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
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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